├── MANIFEST.in ├── labelme ├── __init__.py ├── icons │ ├── eye.png │ ├── fit.png │ ├── new.png │ ├── cancel.png │ ├── close.png │ ├── color.png │ ├── copy.png │ ├── delete.png │ ├── done.png │ ├── edit.png │ ├── expert.png │ ├── file.png │ ├── help.png │ ├── icon.png │ ├── labels.png │ ├── open.png │ ├── quit.png │ ├── save.png │ ├── undo.png │ ├── zoom.png │ ├── objects.png │ ├── save-as.png │ ├── zoom-in.png │ ├── zoom-out.png │ ├── color_line.png │ ├── fit-width.png │ ├── fit-window.png │ ├── undo-cross.png │ ├── feBlend-icon.png │ ├── open.svg │ ├── done.svg │ └── save.svg ├── resources.qrc ├── zoomWidget.py ├── toolBar.py ├── colorDialog.py ├── labelFile.py ├── lib.py ├── labelDialog.py ├── choiceDialog.py ├── utils.py ├── shape.py └── canvas.py ├── setup.cfg ├── 使用教程.pdf ├── .gitattributes ├── .readme ├── edit.png ├── main.png ├── next.png ├── open.png ├── delete.png ├── label.png ├── relabel.png ├── repeat.png ├── sidebar.png ├── example1.png ├── example2.png ├── example3.png ├── next_person.png └── prev_person.png ├── tutorial ├── apc2016_obj3.jpg ├── apc2016_obj3_json │ ├── img.png │ ├── label.png │ ├── label_viz.png │ ├── label_names.txt │ └── info.yaml └── load_label_png.py ├── .gitignore ├── tests └── test_utils.py ├── scripts ├── labelme_draw_json ├── labelme_json_to_dataset └── labelme_on_docker ├── docker └── Dockerfile ├── README.md ├── .travis.yml ├── setup.py └── LICENSE /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include README.md 2 | -------------------------------------------------------------------------------- /labelme/__init__.py: -------------------------------------------------------------------------------- 1 | from labelme import utils 2 | -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [flake8] 2 | exclude = .anaconda2/*,labelme/* 3 | -------------------------------------------------------------------------------- /使用教程.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/使用教程.pdf -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- 1 | # Auto detect text files and perform LF normalization 2 | * text=auto 3 | -------------------------------------------------------------------------------- /.readme/edit.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/.readme/edit.png -------------------------------------------------------------------------------- /.readme/main.png: -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- /labelme/icons/zoom-out.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/labelme/icons/zoom-out.png -------------------------------------------------------------------------------- /tutorial/apc2016_obj3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/tutorial/apc2016_obj3.jpg -------------------------------------------------------------------------------- /labelme/icons/color_line.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/labelme/icons/color_line.png -------------------------------------------------------------------------------- /labelme/icons/fit-width.png: 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icons/.DS_Store 8 | labelme/resources.py 9 | -------------------------------------------------------------------------------- /labelme/icons/feBlend-icon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/labelme/icons/feBlend-icon.png -------------------------------------------------------------------------------- /tutorial/apc2016_obj3_json/img.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/tutorial/apc2016_obj3_json/img.png -------------------------------------------------------------------------------- /tutorial/apc2016_obj3_json/label.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/tutorial/apc2016_obj3_json/label.png -------------------------------------------------------------------------------- /tutorial/apc2016_obj3_json/label_viz.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffffffli/labelKeypoint/HEAD/tutorial/apc2016_obj3_json/label_viz.png -------------------------------------------------------------------------------- /tutorial/apc2016_obj3_json/label_names.txt: -------------------------------------------------------------------------------- 1 | background 2 | highland_6539_self_stick_notes 3 | mead_index_cards 4 | kong_air_dog_squeakair_tennis_ball 5 | -------------------------------------------------------------------------------- /tutorial/apc2016_obj3_json/info.yaml: -------------------------------------------------------------------------------- 1 | label_names: 2 | - background 3 | - highland_6539_self_stick_notes 4 | - mead_index_cards 5 | - kong_air_dog_squeakair_tennis_ball 6 | -------------------------------------------------------------------------------- /tests/test_utils.py: -------------------------------------------------------------------------------- 1 | import json 2 | import os.path as osp 3 | 4 | import numpy as np 5 | 6 | from labelme import utils 7 | 8 | 9 | here = osp.dirname(osp.abspath(__file__)) 10 | 11 | 12 | def test_img_b64_to_array(): 13 | json_file = osp.join(here, '../tutorial/apc2016_obj3.json') 14 | data = json.load(open(json_file)) 15 | img_b64 = data['imageData'] 16 | img = utils.img_b64_to_array(img_b64) 17 | assert img.dtype == np.uint8 18 | assert img.shape == (907, 1210, 3) 19 | -------------------------------------------------------------------------------- /scripts/labelme_draw_json: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | import argparse 4 | import json 5 | import matplotlib.pyplot as plt 6 | 7 | from labelme import utils 8 | 9 | 10 | def main(): 11 | parser = argparse.ArgumentParser() 12 | parser.add_argument('json_file') 13 | args = parser.parse_args() 14 | 15 | json_file = args.json_file 16 | 17 | data = json.load(open(json_file)) 18 | 19 | img = utils.img_b64_to_array(data['imageData']) 20 | lbl, lbl_names = utils.labelme_shapes_to_label(img.shape, data['shapes']) 21 | 22 | captions = ['%d: %s' % (l, name) for l, name in enumerate(lbl_names)] 23 | lbl_viz = utils.draw_label(lbl, img, captions) 24 | 25 | plt.subplot(121) 26 | plt.imshow(img) 27 | plt.subplot(122) 28 | plt.imshow(lbl_viz) 29 | plt.show() 30 | 31 | 32 | if __name__ == '__main__': 33 | main() 34 | -------------------------------------------------------------------------------- /tutorial/load_label_png.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | from __future__ import print_function 4 | 5 | import os.path as osp 6 | 7 | import numpy as np 8 | import PIL.Image 9 | 10 | 11 | here = osp.dirname(osp.abspath(__file__)) 12 | 13 | 14 | def main(): 15 | label_png = osp.join(here, 'apc2016_obj3_json/label.png') 16 | print('Loading:', label_png) 17 | print() 18 | 19 | lbl = np.asarray(PIL.Image.open(label_png)) 20 | labels = np.unique(lbl) 21 | 22 | label_names_txt = osp.join(here, 'apc2016_obj3_json/label_names.txt') 23 | label_names = [name.strip() for name in open(label_names_txt)] 24 | print('# of labels:', len(labels)) 25 | print('# of label_names:', len(label_names)) 26 | if len(labels) != len(label_names): 27 | print('Number of unique labels and label_names must be same.') 28 | quit(1) 29 | print() 30 | 31 | print('label: label_name') 32 | for label, label_name in zip(labels, label_names): 33 | print('%d: %s' % (label, label_name)) 34 | 35 | 36 | if __name__ == '__main__': 37 | main() 38 | -------------------------------------------------------------------------------- /docker/Dockerfile: -------------------------------------------------------------------------------- 1 | FROM ubuntu:trusty 2 | 3 | # http://fabiorehm.com/blog/2014/09/11/running-gui-apps-with-docker/ 4 | RUN export uid=1000 gid=1000 && \ 5 | mkdir -p /home/developer && \ 6 | echo "developer:x:${uid}:${gid}:Developer,,,:/home/developer:/bin/bash" >> /etc/passwd && \ 7 | echo "developer:x:${uid}:" >> /etc/group && \ 8 | echo "developer ALL=(ALL) NOPASSWD: ALL" > /etc/sudoers.d/developer && \ 9 | chmod 0440 /etc/sudoers.d/developer && \ 10 | chown ${uid}:${gid} -R /home/developer 11 | 12 | RUN \ 13 | apt-get update -qq && \ 14 | apt-get upgrade -qq -y && \ 15 | apt-get install -qq -y \ 16 | aptitude \ 17 | git \ 18 | python \ 19 | python-setuptools 20 | 21 | RUN \ 22 | easy_install -q pip && \ 23 | pip install -q -U pip setuptools 24 | 25 | RUN apt-get install -qq -y python-qt4 pyqt4-dev-tools 26 | RUN apt-get install -qq -y python-matplotlib 27 | RUN apt-get install -qq -y python-scipy 28 | RUN apt-get install -qq -y python-skimage 29 | 30 | RUN pip install -v git+https://github.com/wkentaro/labelme.git 31 | 32 | USER developer 33 | ENV HOME /home/developer 34 | -------------------------------------------------------------------------------- /labelme/resources.qrc: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | icons/help.png 5 | icons/icon.png 6 | icons/expert.png 7 | icons/done.png 8 | icons/file.png 9 | icons/labels.png 10 | icons/objects.png 11 | icons/close.png 12 | icons/fit-width.png 13 | icons/fit-window.png 14 | icons/undo.png 15 | icons/eye.png 16 | icons/quit.png 17 | icons/copy.png 18 | icons/edit.png 19 | icons/open.png 20 | icons/save.png 21 | icons/save-as.png 22 | icons/color.png 23 | icons/color_line.png 24 | icons/zoom.png 25 | icons/zoom-in.png 26 | icons/zoom-out.png 27 | icons/cancel.png 28 | 29 | 30 | 31 | -------------------------------------------------------------------------------- /labelme/zoomWidget.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | try: 21 | from PyQt5.QtGui import * 22 | from PyQt5.QtCore import * 23 | from PyQt5.QtWidgets import * 24 | except ImportError: 25 | from PyQt4.QtGui import * 26 | from PyQt4.QtCore import * 27 | 28 | 29 | class ZoomWidget(QSpinBox): 30 | def __init__(self, value=100): 31 | super(ZoomWidget, self).__init__() 32 | self.setButtonSymbols(QAbstractSpinBox.NoButtons) 33 | self.setRange(1, 500) 34 | self.setSuffix(' %') 35 | self.setValue(value) 36 | self.setToolTip('Zoom Level') 37 | self.setStatusTip(self.toolTip()) 38 | self.setAlignment(Qt.AlignCenter) 39 | 40 | def minimumSizeHint(self): 41 | height = super(ZoomWidget, self).minimumSizeHint().height() 42 | fm = QFontMetrics(self.font()) 43 | width = fm.width(str(self.maximum())) 44 | return QSize(width, height) 45 | 46 | -------------------------------------------------------------------------------- /scripts/labelme_json_to_dataset: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | import argparse 4 | import json 5 | import os 6 | import os.path as osp 7 | import warnings 8 | 9 | import numpy as np 10 | import PIL.Image 11 | import yaml 12 | 13 | from labelme import utils 14 | 15 | 16 | def main(): 17 | parser = argparse.ArgumentParser() 18 | parser.add_argument('json_file') 19 | parser.add_argument('-o', '--out', default=None) 20 | args = parser.parse_args() 21 | 22 | json_file = args.json_file 23 | 24 | if args.out is None: 25 | out_dir = osp.basename(json_file).replace('.', '_') 26 | out_dir = osp.join(osp.dirname(json_file), out_dir) 27 | else: 28 | out_dir = args.out 29 | if not osp.exists(out_dir): 30 | os.mkdir(out_dir) 31 | 32 | data = json.load(open(json_file)) 33 | 34 | img = utils.img_b64_to_array(data['imageData']) 35 | lbl, lbl_names = utils.labelme_shapes_to_label(img.shape, data['shapes']) 36 | 37 | captions = ['%d: %s' % (l, name) for l, name in enumerate(lbl_names)] 38 | lbl_viz = utils.draw_label(lbl, img, captions) 39 | 40 | PIL.Image.fromarray(img).save(osp.join(out_dir, 'img.png')) 41 | PIL.Image.fromarray(lbl).save(osp.join(out_dir, 'label.png')) 42 | PIL.Image.fromarray(lbl_viz).save(osp.join(out_dir, 'label_viz.png')) 43 | 44 | with open(osp.join(out_dir, 'label_names.txt'), 'w') as f: 45 | for lbl_name in lbl_names: 46 | f.write(lbl_name + '\n') 47 | 48 | warnings.warn('info.yaml is being replaced by label_names.txt') 49 | info = dict(label_names=lbl_names) 50 | with open(osp.join(out_dir, 'info.yaml'), 'w') as f: 51 | yaml.safe_dump(info, f, default_flow_style=False) 52 | 53 | print('Saved to: %s' % out_dir) 54 | 55 | 56 | if __name__ == '__main__': 57 | main() 58 | -------------------------------------------------------------------------------- /labelme/toolBar.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | try: 21 | from PyQt5.QtGui import * 22 | from PyQt5.QtCore import * 23 | from PyQt5.QtWidgets import * 24 | except ImportError: 25 | from PyQt4.QtGui import * 26 | from PyQt4.QtCore import * 27 | 28 | 29 | class ToolBar(QToolBar): 30 | def __init__(self, title): 31 | super(ToolBar, self).__init__(title) 32 | layout = self.layout() 33 | m = (0, 0, 0, 0) 34 | layout.setSpacing(0) 35 | layout.setContentsMargins(*m) 36 | self.setContentsMargins(*m) 37 | self.setWindowFlags(self.windowFlags() | Qt.FramelessWindowHint) 38 | 39 | def addAction(self, action): 40 | if isinstance(action, QWidgetAction): 41 | return super(ToolBar, self).addAction(action) 42 | btn = ToolButton() 43 | btn.setDefaultAction(action) 44 | btn.setToolButtonStyle(self.toolButtonStyle()) 45 | self.addWidget(btn) 46 | 47 | 48 | class ToolButton(QToolButton): 49 | """ToolBar companion class which ensures all buttons have the same size.""" 50 | minSize = (60, 60) 51 | def minimumSizeHint(self): 52 | ms = super(ToolButton, self).minimumSizeHint() 53 | w1, h1 = ms.width(), ms.height() 54 | w2, h2 = self.minSize 55 | ToolButton.minSize = max(w1, w2), max(h1, h2) 56 | return QSize(*ToolButton.minSize) 57 | 58 | -------------------------------------------------------------------------------- /labelme/colorDialog.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | try: 21 | from PyQt5.QtGui import * 22 | from PyQt5.QtCore import * 23 | from PyQt5.QtWidgets import * 24 | except ImportError: 25 | from PyQt4.QtGui import * 26 | from PyQt4.QtCore import * 27 | 28 | 29 | BB = QDialogButtonBox 30 | 31 | class ColorDialog(QColorDialog): 32 | def __init__(self, parent=None): 33 | super(ColorDialog, self).__init__(parent) 34 | self.setOption(QColorDialog.ShowAlphaChannel) 35 | # The Mac native dialog does not support our restore button. 36 | self.setOption(QColorDialog.DontUseNativeDialog) 37 | ## Add a restore defaults button. 38 | # The default is set at invocation time, so that it 39 | # works across dialogs for different elements. 40 | self.default = None 41 | self.bb = self.layout().itemAt(1).widget() 42 | self.bb.addButton(BB.RestoreDefaults) 43 | self.bb.clicked.connect(self.checkRestore) 44 | 45 | def getColor(self, value=None, title=None, default=None): 46 | self.default = default 47 | if title: 48 | self.setWindowTitle(title) 49 | if value: 50 | self.setCurrentColor(value) 51 | return self.currentColor() if self.exec_() else None 52 | 53 | def checkRestore(self, button): 54 | if self.bb.buttonRole(button) & BB.ResetRole and self.default: 55 | self.setCurrentColor(self.default) 56 | 57 | -------------------------------------------------------------------------------- /scripts/labelme_on_docker: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | import argparse 4 | import json 5 | import os 6 | import os.path as osp 7 | import platform 8 | import shlex 9 | import subprocess 10 | import sys 11 | 12 | 13 | def get_ip(): 14 | dist = platform.platform().split('-')[0] 15 | if dist == 'Linux': 16 | return '' 17 | elif dist == 'Darwin': 18 | cmd = 'ifconfig en0' 19 | output = subprocess.check_output(shlex.split(cmd)) 20 | for row in output.splitlines(): 21 | cols = row.strip().split(' ') 22 | if cols[0] == 'inet': 23 | ip = cols[1] 24 | return ip 25 | else: 26 | raise RuntimeError('No ip is found.') 27 | else: 28 | raise RuntimeError('Unsupported platform.') 29 | 30 | 31 | def labelme_on_docker(image_file, out_file): 32 | ip = get_ip() 33 | cmd = 'xhost + %s' % ip 34 | subprocess.check_output(shlex.split(cmd)) 35 | 36 | out_file = osp.abspath(out_file) 37 | if osp.exists(out_file): 38 | raise RuntimeError('File exists: %s' % out_file) 39 | else: 40 | open(osp.abspath(out_file), 'w') 41 | 42 | cmd = 'docker run -it --rm' \ 43 | ' -e DISPLAY={0}:0' \ 44 | ' -e QT_X11_NO_MITSHM=1' \ 45 | ' -v /tmp/.X11-unix:/tmp/.X11-unix' \ 46 | ' -v {1}:{2}' \ 47 | ' -v {3}:{4}' \ 48 | ' -w /home/developer' \ 49 | ' labelme' \ 50 | ' labelme {2} -O {4}' 51 | cmd = cmd.format( 52 | ip, 53 | osp.abspath(image_file), 54 | osp.join('/home/developer', osp.basename(image_file)), 55 | osp.abspath(out_file), 56 | osp.join('/home/developer', osp.basename(out_file)), 57 | ) 58 | subprocess.call(shlex.split(cmd)) 59 | 60 | try: 61 | json.load(open(out_file)) 62 | return out_file 63 | except Exception as e: 64 | if open(out_file).read() == '': 65 | os.remove(out_file) 66 | raise RuntimeError('Annotation is cancelled.') 67 | 68 | 69 | def main(): 70 | parser = argparse.ArgumentParser() 71 | parser.add_argument('image_file') 72 | parser.add_argument('-O', '--output', required=True) 73 | args = parser.parse_args() 74 | 75 | try: 76 | out_file = labelme_on_docker(args.image_file, args.output) 77 | print('Saved to: %s' % out_file) 78 | except RuntimeError as e: 79 | sys.stderr.write(e.__str__() + '\n') 80 | sys.exit(1) 81 | 82 | 83 | if __name__ == '__main__': 84 | main() 85 | -------------------------------------------------------------------------------- /labelme/labelFile.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | from base64 import b64encode, b64decode 21 | import json 22 | import os.path 23 | import sys 24 | 25 | 26 | PY2 = sys.version_info[0] == 2 27 | 28 | 29 | class LabelFileError(Exception): 30 | pass 31 | 32 | class LabelFile(object): 33 | suffix = '.json' 34 | 35 | def __init__(self, filename=None): 36 | self.shapes = () 37 | self.imagePath = None 38 | self.imageData = None 39 | if filename is not None: 40 | self.load(filename) 41 | 42 | def load(self, filename): 43 | try: 44 | with open(filename, 'rb' if PY2 else 'r') as f: 45 | data = json.load(f) 46 | imagePath = data['imagePath'] 47 | imageData = b64decode(data['imageData']) 48 | lineColor = data['lineColor'] 49 | fillColor = data['fillColor'] 50 | shapes = ((s['label'], s['points'], s['line_color'], s['fill_color'])\ 51 | for s in data['shapes']) 52 | # Only replace data after everything is loaded. 53 | self.shapes = shapes 54 | self.imagePath = imagePath 55 | self.imageData = imageData 56 | self.lineColor = lineColor 57 | self.fillColor = fillColor 58 | except Exception as e: 59 | raise LabelFileError(e) 60 | 61 | def save(self, filename, shapes, imagePath, imageData, 62 | lineColor=None, fillColor=None): 63 | data = dict( 64 | shapes=shapes, 65 | imagePath=imagePath, 66 | ) 67 | try: 68 | with open(filename, 'wb' if PY2 else 'w') as f: 69 | json.dump(data, f, ensure_ascii=True, indent=2) 70 | except Exception as e: 71 | raise LabelFileError(e) 72 | 73 | @staticmethod 74 | def isLabelFile(filename): 75 | return os.path.splitext(filename)[1].lower() == LabelFile.suffix 76 | -------------------------------------------------------------------------------- /labelme/lib.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | from math import sqrt 21 | 22 | try: 23 | from PyQt5.QtGui import * 24 | from PyQt5.QtCore import * 25 | from PyQt5.QtWidgets import * 26 | except ImportError: 27 | from PyQt4.QtGui import * 28 | from PyQt4.QtCore import * 29 | 30 | 31 | def newIcon(icon): 32 | return QIcon(':/' + icon) 33 | 34 | def newButton(text, icon=None, slot=None): 35 | b = QPushButton(text) 36 | if icon is not None: 37 | b.setIcon(newIcon(icon)) 38 | if slot is not None: 39 | b.clicked.connect(slot) 40 | return b 41 | 42 | def newAction(parent, text, slot=None, shortcut=None, icon=None, 43 | tip=None, checkable=False, enabled=True): 44 | """Create a new action and assign callbacks, shortcuts, etc.""" 45 | a = QAction(text, parent) 46 | if icon is not None: 47 | a.setIcon(newIcon(icon)) 48 | if shortcut is not None: 49 | if isinstance(shortcut, (list, tuple)): 50 | a.setShortcuts(shortcut) 51 | else: 52 | a.setShortcut(shortcut) 53 | if tip is not None: 54 | a.setToolTip(tip) 55 | a.setStatusTip(tip) 56 | if slot is not None: 57 | a.triggered.connect(slot) 58 | if checkable: 59 | a.setCheckable(True) 60 | a.setEnabled(enabled) 61 | return a 62 | 63 | 64 | def addActions(widget, actions): 65 | for action in actions: 66 | if action is None: 67 | widget.addSeparator() 68 | elif isinstance(action, QMenu): 69 | widget.addMenu(action) 70 | else: 71 | widget.addAction(action) 72 | 73 | def labelValidator(): 74 | return QRegExpValidator(QRegExp(r'^[^ \t].+'), None) 75 | 76 | 77 | class struct(object): 78 | def __init__(self, **kwargs): 79 | self.__dict__.update(kwargs) 80 | 81 | def distance(p): 82 | return sqrt(p.x() * p.x() + p.y() * p.y()) 83 | 84 | def fmtShortcut(text): 85 | mod, key = text.split('+', 1) 86 | return '%s+%s' % (mod, key) 87 | 88 | -------------------------------------------------------------------------------- /labelme/labelDialog.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | from copy import deepcopy 20 | try: 21 | from PyQt5.QtGui import * 22 | from PyQt5.QtCore import * 23 | from PyQt5.QtWidgets import * 24 | PYQT5 = True 25 | except ImportError: 26 | from PyQt4.QtGui import * 27 | from PyQt4.QtCore import * 28 | PYQT5 = False 29 | 30 | from .lib import newIcon, labelValidator 31 | 32 | # TODO: 33 | # - Calculate optimal position so as not to go out of screen area. 34 | 35 | BB = QDialogButtonBox 36 | 37 | class LabelDialog(QDialog): 38 | 39 | def __init__(self, text="Enter object label", parent=None): 40 | super(LabelDialog, self).__init__(parent) 41 | self.edit = QLineEdit() 42 | self.edit.setText(text) 43 | self.edit.setValidator(labelValidator()) 44 | self.edit.editingFinished.connect(self.postProcess) 45 | layout = QVBoxLayout() 46 | layout.addWidget(self.edit) 47 | self.buttonBox = bb = BB(BB.Ok | BB.Cancel, Qt.Horizontal, self) 48 | bb.button(BB.Ok).setIcon(newIcon('done')) 49 | bb.button(BB.Cancel).setIcon(newIcon('undo')) 50 | bb.accepted.connect(self.validate) 51 | bb.rejected.connect(self.reject) 52 | layout.addWidget(bb) 53 | self.setLayout(layout) 54 | 55 | def validate(self): 56 | if PYQT5: 57 | if self.edit.text().strip(): 58 | self.accept() 59 | else: 60 | if self.edit.text().trimmed(): 61 | self.accept() 62 | 63 | def postProcess(self): 64 | if PYQT5: 65 | self.edit.setText(self.edit.text().strip()) 66 | else: 67 | self.edit.setText(self.edit.text().trimmed()) 68 | 69 | def popUp(self, text='', move=True, notice=False): 70 | self.edit.setText(text) 71 | self.edit.setSelection(0, len(text)) 72 | self.edit.setFocus(Qt.PopupFocusReason) 73 | if notice: 74 | self.edit.setText(text) 75 | if move: 76 | self.move(QCursor.pos()) 77 | return self.edit.text() if self.exec_() else None 78 | 79 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | labelme: Image Annotation Tool with Python 2 | ========================================== 3 | 4 | [![PyPI Version](https://img.shields.io/pypi/v/labelme.svg)](https://pypi.python.org/pypi/labelme) 5 | [![Travis Build Status](https://travis-ci.org/wkentaro/labelme.svg?branch=master)](https://travis-ci.org/wkentaro/labelme) 6 | [![Docker Build Status](https://img.shields.io/docker/build/wkentaro/labelme.svg)](https://hub.docker.com/r/wkentaro/labelme) 7 | 8 | Requirements 9 | ------------ 10 | 11 | - Ubuntu / macOS / Windows 12 | - Python2 / Python3 13 | - [PyQt4 / PyQt5](http://www.riverbankcomputing.co.uk/software/pyqt/intro) 14 | 15 | 16 | Installation 17 | ------------ 18 | 19 | **Anaconda** 20 | 21 | You need install [Anaconda](https://www.continuum.io/downloads), then run below: 22 | 23 | For linux and Mac 24 | 25 | ```bash 26 | # python2 27 | cd $root_dir_of_labelme 28 | conda create --name=labelme python=2.7 29 | source activate labelme 30 | conda install pyqt 31 | pip install labelme 32 | ``` 33 | 34 | For windows 35 | ```bash 36 | # python2 37 | cd $root_dir_of_labelme 38 | conda create --name=labelme python=2.7 39 | activate labelme 40 | conda install pyqt 41 | pip install labelme 42 | ``` 43 | 44 | Usage 45 | ----- 46 | 47 | **准备** 48 | 49 | 下载[`coco_anno`](https://drive.google.com/open?id=1_1_E9dr-X33HpmU5Ffo60NCOyrS-ATSB)文件夹，把文件夹路径复制到`labelKeypoint/labelme/app.py`的第100行。比如，我的路径是`/mnt/c/Users/ljf_l/Desktop/coco_anno`，则修改如下 50 | ``` python 51 | self.datadir = '/mnt/c/Users/ljf_l/Desktop/coco_anno' 52 | ``` 53 | 54 | **Install** 55 | ```bash 56 | # Install 57 | $ pip uninstall labelme 58 | $ python setup.py install 59 | ``` 60 | 61 | **运行** 62 | 63 | ```bash 64 | # Run 65 | $ labelme # Open GUI 66 | ``` 67 | 68 | **标注** 69 | 70 | 打开软件之后，选择右侧的open，开始标记 71 | 72 | 73 | 74 | 标注的主界面如下 75 | 76 | 77 | 78 | 左上方第一个数字表示当前标注的图片序号，`person：`表示当前标记的人的序号，`progress：`表示当前图片已经标记好的人的数量。 79 | 80 | 点击鼠标左键即可开始标记。 81 | 82 | 83 | 84 | 选择`Head`表示标注头部，`Neck`标注脖子。对于没办法预测的部位，可以不标注。如果头和脖子都没有，请在框内任意点击一个位置，选择`Empty`，表示当前人的头和脖子均难以预测，无法标记。 85 | 86 | 如果对一个人的相同部位重复标记，会弹出提示窗口，关闭即可。 87 | 88 | 89 | 90 | 选择`next person`或`prev person`可以切换到不同的人进行标记。 91 | 92 | 93 | 94 | 95 | 如果标记错误，可选择`Edit`后，在右侧选择相应的部位，进行删除 96 | 97 | 98 | 99 | 100 | 101 | 102 | 然后点击`Create`重新进入标注状态 103 | 104 | 105 | 106 | 当所有人都标记完后，选择`next`标注下一张图。此时程序会自动保存已经标记好的图片。 107 | 108 | 109 | 110 | 中途如果程序关闭，进度会自动保存，下次点击`open`会从直接上次未标注完成的图片出打开，继续标注。 111 | 112 | **标注例子** 113 | 114 | 115 | 116 | 117 | 118 | 119 | 120 | 121 | 122 | Acknowledgement 123 | --------------- 124 | 125 | This repo is the fork of [mpitid/pylabelme](https://github.com/mpitid/pylabelme), 126 | whose development has already stopped. 127 | -------------------------------------------------------------------------------- /labelme/choiceDialog.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | try: 21 | from PyQt5.QtGui import * 22 | from PyQt5.QtCore import * 23 | from PyQt5.QtWidgets import * 24 | PYQT5 = True 25 | except ImportError: 26 | from PyQt4.QtGui import * 27 | from PyQt4.QtCore import * 28 | PYQT5 = False 29 | 30 | from .lib import newIcon, labelValidator 31 | 32 | # TODO: 33 | # - Calculate optimal position so as not to go out of screen area. 34 | 35 | BB = QDialogButtonBox 36 | #BB = QRadioButton 37 | 38 | class ChoiceDialog(QDialog): 39 | 40 | def __init__(self, text="Choose object label", parent=None): 41 | super(ChoiceDialog, self).__init__(parent) 42 | self.edit = QLineEdit() 43 | self.edit.setText(text) 44 | self.edit.setEnabled(False) 45 | self.edit.setValidator(labelValidator()) 46 | self.edit.editingFinished.connect(self.postProcess) 47 | layout = QVBoxLayout() 48 | layout.addWidget(self.edit) 49 | self.buttonBox = bb = BB(BB.Save | BB.Ok | BB.Cancel | BB.Discard , Qt.Horizontal, self) 50 | #bb.button(BB.Ok).setIcon(newIcon('done')) 51 | #bb.button(BB.Cancel).setIcon(newIcon('undo')) 52 | bb.button(BB.Ok).setText('Head') 53 | bb.button(BB.Discard).setText('Empty') 54 | bb.button(BB.Save).setText('Neck') 55 | bb.button(BB.Cancel).setIcon(newIcon('undo')) 56 | 57 | bb.button(BB.Ok).clicked.connect(self.head) 58 | bb.button(BB.Discard).clicked.connect(self.empty) 59 | bb.button(BB.Save).clicked.connect(self.neck) 60 | 61 | bb.accepted.connect(self.validate) 62 | bb.rejected.connect(self.reject) 63 | layout.addWidget(bb) 64 | self.setLayout(layout) 65 | 66 | def head(self): 67 | self.edit.setText('Head') 68 | self.accept() 69 | 70 | def empty(self): 71 | self.edit.setText('Empty') 72 | self.accept() 73 | 74 | def neck(self): 75 | self.edit.setText('Neck') 76 | self.accept() 77 | 78 | def validate(self): 79 | if PYQT5: 80 | if self.edit.text().strip(): 81 | self.accept() 82 | else: 83 | if self.edit.text().trimmed(): 84 | self.accept() 85 | 86 | def postProcess(self): 87 | if PYQT5: 88 | self.edit.setText(self.edit.text().strip()) 89 | else: 90 | self.edit.setText(self.edit.text().trimmed()) 91 | 92 | def popUp(self, text='', move=True): 93 | self.edit.setText(text) 94 | self.edit.setSelection(0, len(text)) 95 | self.edit.setFocus(Qt.PopupFocusReason) 96 | if move: 97 | self.move(QCursor.pos()) 98 | return self.edit.text() if self.exec_() else None 99 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 1 | sudo: false 2 | 3 | cache: pip 4 | 5 | matrix: 6 | include: 7 | - os: linux 8 | dist: trusty 9 | language: python 10 | env: 11 | - SYSTEM_PYTHON=/usr/bin/python 12 | - PIP=pip 13 | - PYTHON=python 14 | addons: 15 | apt: 16 | packages: 17 | - gfortran 18 | - liblapack-dev 19 | - pyqt4-dev-tools 20 | - python-qt4 21 | # FIXME: brew cannot be run on Travis. 22 | # - os: osx 23 | # osx_image: xcode8 24 | # language: generic 25 | # env: 26 | # - PYTHON_VERSION=2.7.10 27 | # - PYENV_ROOT=~/.pyenv 28 | # - PATH=$PYENV_ROOT/shims:$PATH:$PYENV_ROOT/bin 29 | # - os: osx 30 | # osx_image: xcode9 31 | # language: generic 32 | # env: 33 | # - PYTHON_VERSION=2.7.10 34 | # - PYENV_ROOT=~/.pyenv 35 | # - PATH=$PYENV_ROOT/shims:$PATH:$PYENV_ROOT/bin 36 | - os: linux 37 | dist: trusty 38 | language: python 39 | python: 2.7 40 | env: 41 | - USE_CONDA=true 42 | - os: linux 43 | dist: trusty 44 | language: python 45 | python: 3.5 46 | env: 47 | - USE_CONDA=true 48 | 49 | before_install: 50 | - if [ "$USE_CONDA" = "true" ]; then 51 | if [ "$TRAVIS_PYTHON_VERSION" = "2.7" ]; then 52 | wget https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh -O miniconda.sh; 53 | else 54 | wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh; 55 | fi; 56 | bash miniconda.sh -b -p $HOME/miniconda; 57 | export PATH="$HOME/miniconda/bin:$PATH"; 58 | hash -r; 59 | conda config --set always_yes yes --set changeps1 no; 60 | conda update -q conda; 61 | conda info -a; 62 | elif [ "$TRAVIS_OS_NAME" = "osx" ]; then 63 | which pyenv &>/dev/null || brew install --quiet pyenv; 64 | PYTHON_CONFIGURE_OPTS="--enable-unicode=ucs2" pyenv install -ks $PYTHON_VERSION; 65 | mkdir -p ~/.matplotlib; 66 | echo backend':' Agg > ~/.matplotlib/matplotlibrc; 67 | fi 68 | 69 | install: 70 | - if [ "$TRAVIS_OS_NAME" = "linux" ]; then 71 | if [ "$USE_CONDA" = "true" ]; then 72 | conda create --name=labelme python=$TRAVIS_PYTHON_VERSION -q -y; 73 | conda install pyqt=4 -q -y; 74 | conda install scikit-image -q -y; 75 | else 76 | cp -r $(dirname $($SYSTEM_PYTHON -c 'import PyQt4; print(PyQt4.__file__)')) ~/virtualenv/python2.7/lib/python2.7/site-packages/; 77 | cp $($SYSTEM_PYTHON -c 'import sip; print(sip.__file__)') ~/virtualenv/python2.7/lib/python2.7/site-packages/; 78 | pip install -q -U pip setuptools; 79 | pip install -q -U numpy scipy scikit-image; 80 | fi; 81 | elif [ "$TRAVIS_OS_NAME" = "osx" ]; then 82 | pyenv global $PYTHON_VERSION; 83 | brew install pyqt; 84 | cp -r /usr/local/lib/python2.7/site-packages/PyQt5 ~/.pyenv/versions/2.7.10/lib/python2.7/site-packages/; 85 | cp /usr/local/lib/python2.7/site-packages/sip.so ~/.pyenv/versions/2.7.10/lib/python2.7/site-packages/; 86 | pip install -q -U pip setuptools; 87 | pip install -q -U numpy scipy scikit-image; 88 | fi 89 | - pip install . 90 | 91 | before_script: 92 | - pip install -q pytest 93 | 94 | script: 95 | - pytest -v tests 96 | 97 | branches: 98 | only: 99 | - master 100 | 101 | notifications: 102 | email: false 103 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | from distutils.spawn import find_executable 2 | import os.path as osp 3 | from setuptools.command.develop import develop as DevelopCommand 4 | from setuptools.command.install import install as InstallCommand 5 | from setuptools import find_packages 6 | from setuptools import setup 7 | import shlex 8 | import subprocess 9 | import sys 10 | 11 | 12 | PY3 = sys.version_info[0] == 3 13 | PY2 = sys.version_info[0] == 2 14 | 15 | 16 | version = '2.7.0' 17 | 18 | 19 | install_requires = [ 20 | 'matplotlib', 21 | 'numpy', 22 | 'Pillow>=2.8.0', 23 | 'PyYAML', 24 | ] 25 | 26 | 27 | try: 28 | import PyQt5 # NOQA 29 | PYQT_VERSION = 5 30 | except ImportError: 31 | try: 32 | import PyQt4 # NOQA 33 | PYQT_VERSION = 4 34 | except ImportError: 35 | if PY2: 36 | sys.stderr.write( 37 | 'Please install PyQt4 or PyQt5 for Python2.\n' 38 | 'Note that PyQt5 can be installed via pip for Python3.') 39 | sys.exit(1) 40 | assert PY3 41 | # PyQt5 can be installed via pip for Python3 42 | install_requires.append('pyqt5') 43 | 44 | 45 | if sys.argv[1] == 'release': 46 | commands = [ 47 | 'git tag v{:s}'.format(version), 48 | 'git push origin master --tag', 49 | 'python setup.py sdist upload', 50 | ] 51 | sys.exit(sum(subprocess.call(shlex.split(cmd)) for cmd in commands)) 52 | 53 | 54 | here = osp.dirname(osp.abspath(__file__)) 55 | 56 | 57 | def customize(command_subclass): 58 | orig_run = command_subclass.run 59 | 60 | def customized_run(self): 61 | pyrcc = 'pyrcc{:d}'.format(PYQT_VERSION) 62 | if find_executable(pyrcc) is None: 63 | sys.stderr.write('Please install {:s} command.\n'.format(pyrcc)) 64 | sys.stderr.write('(See https://github.com/wkentaro/labelme.git)\n') 65 | sys.exit(1) 66 | package_dir = osp.join(here, 'labelme') 67 | src = 'resources.qrc' 68 | dst = 'resources.py' 69 | cmd = '{pyrcc} -o {dst} {src}'.format(pyrcc=pyrcc, src=src, dst=dst) 70 | print('+ {:s}'.format(cmd)) 71 | subprocess.call(shlex.split(cmd), cwd=package_dir) 72 | orig_run(self) 73 | 74 | command_subclass.run = customized_run 75 | return command_subclass 76 | 77 | 78 | @customize 79 | class CustomDevelopCommand(DevelopCommand): 80 | pass 81 | 82 | 83 | @customize 84 | class CustomInstallCommand(InstallCommand): 85 | pass 86 | 87 | 88 | setup( 89 | name='labelme', 90 | version=version, 91 | packages=find_packages(), 92 | cmdclass={ 93 | 'develop': CustomDevelopCommand, 94 | 'install': CustomInstallCommand, 95 | }, 96 | description='Annotation Tool for Object Segmentation.', 97 | long_description=open('README.md').read(), 98 | author='Kentaro Wada', 99 | author_email='www.kentaro.wada@gmail.com', 100 | url='https://github.com/wkentaro/labelme', 101 | install_requires=install_requires, 102 | license='GPLv3', 103 | keywords='Image Annotation, Machine Learning', 104 | classifiers=[ 105 | 'Development Status :: 5 - Production/Stable', 106 | 'Intended Audience :: Developers', 107 | 'License :: OSI Approved :: MIT License', 108 | 'Operating System :: POSIX', 109 | 'Topic :: Internet :: WWW/HTTP', 110 | ], 111 | package_data={'labelme': ['icons/*', 'resources.qrc']}, 112 | entry_points={'console_scripts': ['labelme=labelme.app:main']}, 113 | scripts=[ 114 | 'scripts/labelme_draw_json', 115 | 'scripts/labelme_json_to_dataset', 116 | 'scripts/labelme_on_docker', 117 | ], 118 | ) 119 | -------------------------------------------------------------------------------- /labelme/utils.py: -------------------------------------------------------------------------------- 1 | import base64 2 | try: 3 | import io 4 | except ImportError: 5 | import io as io 6 | import warnings 7 | 8 | import matplotlib.pyplot as plt 9 | import numpy as np 10 | import PIL.Image 11 | import PIL.ImageDraw 12 | 13 | 14 | def label_colormap(N=256): 15 | 16 | def bitget(byteval, idx): 17 | return ((byteval & (1 << idx)) != 0) 18 | 19 | cmap = np.zeros((N, 3)) 20 | for i in range(0, N): 21 | id = i 22 | r, g, b = 0, 0, 0 23 | for j in range(0, 8): 24 | r = np.bitwise_or(r, (bitget(id, 0) << 7-j)) 25 | g = np.bitwise_or(g, (bitget(id, 1) << 7-j)) 26 | b = np.bitwise_or(b, (bitget(id, 2) << 7-j)) 27 | id = (id >> 3) 28 | cmap[i, 0] = r 29 | cmap[i, 1] = g 30 | cmap[i, 2] = b 31 | cmap = cmap.astype(np.float32) / 255 32 | return cmap 33 | 34 | 35 | def labelcolormap(N=256): 36 | warnings.warn('labelcolormap is deprecated. Please use label_colormap.') 37 | return label_colormap(N=N) 38 | 39 | 40 | # similar function as skimage.color.label2rgb 41 | def label2rgb(lbl, img=None, n_labels=None, alpha=0.3, thresh_suppress=0): 42 | if n_labels is None: 43 | n_labels = len(np.unique(lbl)) 44 | 45 | cmap = label_colormap(n_labels) 46 | cmap = (cmap * 255).astype(np.uint8) 47 | 48 | lbl_viz = cmap[lbl] 49 | lbl_viz[lbl == -1] = (0, 0, 0) # unlabeled 50 | 51 | if img is not None: 52 | img_gray = PIL.Image.fromarray(img).convert('LA') 53 | img_gray = np.asarray(img_gray.convert('RGB')) 54 | # img_gray = cv2.cvtColor(img, cv2.COLOR_RGB2GRAY) 55 | # img_gray = cv2.cvtColor(img_gray, cv2.COLOR_GRAY2RGB) 56 | lbl_viz = alpha * lbl_viz + (1 - alpha) * img_gray 57 | lbl_viz = lbl_viz.astype(np.uint8) 58 | 59 | return lbl_viz 60 | 61 | 62 | def img_b64_to_array(img_b64): 63 | f = io.BytesIO() 64 | f.write(base64.b64decode(img_b64)) 65 | img_arr = np.array(PIL.Image.open(f)) 66 | return img_arr 67 | 68 | 69 | def polygons_to_mask(img_shape, polygons): 70 | mask = np.zeros(img_shape[:2], dtype=np.uint8) 71 | mask = PIL.Image.fromarray(mask) 72 | xy = list(map(tuple, polygons)) 73 | PIL.ImageDraw.Draw(mask).polygon(xy=xy, outline=1, fill=1) 74 | mask = np.array(mask, dtype=bool) 75 | return mask 76 | 77 | 78 | def draw_label(label, img, label_names, colormap=None): 79 | plt.subplots_adjust(left=0, right=1, top=1, bottom=0, 80 | wspace=0, hspace=0) 81 | plt.margins(0, 0) 82 | plt.gca().xaxis.set_major_locator(plt.NullLocator()) 83 | plt.gca().yaxis.set_major_locator(plt.NullLocator()) 84 | 85 | if colormap is None: 86 | colormap = label_colormap(len(label_names)) 87 | 88 | label_viz = label2rgb(label, img, n_labels=len(label_names)) 89 | plt.imshow(label_viz) 90 | plt.axis('off') 91 | 92 | plt_handlers = [] 93 | plt_titles = [] 94 | for label_value, label_name in enumerate(label_names): 95 | fc = colormap[label_value] 96 | p = plt.Rectangle((0, 0), 1, 1, fc=fc) 97 | plt_handlers.append(p) 98 | plt_titles.append(label_name) 99 | plt.legend(plt_handlers, plt_titles, loc='lower right', framealpha=.5) 100 | 101 | f = io.BytesIO() 102 | plt.savefig(f, bbox_inches='tight', pad_inches=0) 103 | plt.cla() 104 | plt.close() 105 | 106 | out_size = (img.shape[1], img.shape[0]) 107 | out = PIL.Image.open(f).resize(out_size, PIL.Image.BILINEAR).convert('RGB') 108 | out = np.asarray(out) 109 | return out 110 | 111 | 112 | def labelme_shapes_to_label(img_shape, shapes): 113 | label_name_to_val = {'background': 0} 114 | lbl = np.zeros(img_shape[:2], dtype=np.int32) 115 | for shape in shapes: 116 | polygons = shape['points'] 117 | label_name = shape['label'] 118 | if label_name in label_name_to_val: 119 | label_value = label_name_to_val[label_name] 120 | else: 121 | label_value = len(label_name_to_val) 122 | label_name_to_val[label_name] = label_value 123 | mask = polygons_to_mask(img_shape[:2], polygons) 124 | lbl[mask] = label_value 125 | 126 | lbl_names = [None] * (max(label_name_to_val.values()) + 1) 127 | for label_name, label_value in label_name_to_val.items(): 128 | lbl_names[label_value] = label_name 129 | 130 | return lbl, lbl_names 131 | -------------------------------------------------------------------------------- /labelme/shape.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | # -*- coding: utf-8 -*- 3 | # 4 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 5 | # 6 | # This file is part of Labelme. 7 | # 8 | # Labelme is free software: you can redistribute it and/or modify 9 | # it under the terms of the GNU General Public License as published by 10 | # the Free Software Foundation, either version 3 of the License, or 11 | # (at your option) any later version. 12 | # 13 | # Labelme is distributed in the hope that it will be useful, 14 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 15 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 16 | # GNU General Public License for more details. 17 | # 18 | # You should have received a copy of the GNU General Public License 19 | # along with Labelme. If not, see . 20 | # 21 | 22 | try: 23 | from PyQt5.QtGui import * 24 | from PyQt5.QtCore import * 25 | except ImportError: 26 | from PyQt4.QtGui import * 27 | from PyQt4.QtCore import * 28 | 29 | 30 | from .lib import distance 31 | 32 | # TODO: 33 | # - [opt] Store paths instead of creating new ones at each paint. 34 | 35 | DEFAULT_LINE_COLOR = QColor(0, 255, 0, 128) 36 | DEFAULT_FILL_COLOR = QColor(255, 0, 0, 128) 37 | DEFAULT_SELECT_LINE_COLOR = QColor(255, 255, 255) 38 | DEFAULT_SELECT_FILL_COLOR = QColor(0, 128, 255, 155) 39 | DEFAULT_VERTEX_FILL_COLOR = QColor(0, 255, 0, 255) 40 | DEFAULT_HVERTEX_FILL_COLOR = QColor(255, 0, 0) 41 | 42 | class Shape(object): 43 | P_SQUARE, P_ROUND = 0, 1 44 | 45 | MOVE_VERTEX, NEAR_VERTEX = 0, 1 46 | 47 | ## The following class variables influence the drawing 48 | ## of _all_ shape objects. 49 | line_color = DEFAULT_LINE_COLOR 50 | fill_color = DEFAULT_FILL_COLOR 51 | select_line_color = DEFAULT_SELECT_LINE_COLOR 52 | select_fill_color = DEFAULT_SELECT_FILL_COLOR 53 | vertex_fill_color = DEFAULT_VERTEX_FILL_COLOR 54 | hvertex_fill_color = DEFAULT_HVERTEX_FILL_COLOR 55 | point_type = P_ROUND 56 | point_size = 8 57 | scale = 1.0 58 | 59 | def __init__(self, label=None, line_color=None): 60 | self.label = label 61 | self.points = [] 62 | self.fill = False 63 | self.selected = False 64 | 65 | self._highlightIndex = None 66 | self._highlightMode = self.NEAR_VERTEX 67 | self._highlightSettings = { 68 | self.NEAR_VERTEX: (4, self.P_ROUND), 69 | self.MOVE_VERTEX: (1.5, self.P_SQUARE), 70 | } 71 | 72 | self._closed = False 73 | 74 | if line_color is not None: 75 | # Override the class line_color attribute 76 | # with an object attribute. Currently this 77 | # is used for drawing the pending line a different color. 78 | self.line_color = line_color 79 | 80 | def close(self): 81 | assert len(self.points) == 1, 'Polygon should be created with point' 82 | self._closed = True 83 | 84 | def addPoint(self, point): 85 | self.points.append(point) 86 | self.close() 87 | 88 | def popPoint(self): 89 | if self.points: 90 | return self.points.pop() 91 | return None 92 | 93 | def isClosed(self): 94 | return self._closed 95 | 96 | def setOpen(self): 97 | self._closed = False 98 | 99 | def paint_bbox(self, painter): 100 | pen = QPen(Qt.red) 101 | font = QFont() 102 | font.setPointSize(20) 103 | # Try using integer sizes for smoother drawing(?) 104 | pen.setWidth(max(5, int(round(2.0 / self.scale)))) 105 | painter.setPen(pen) 106 | painter.setFont(font) 107 | 108 | # draw a rectangle 109 | painter.drawText(20, 20, str(self.imgCnt)) 110 | painter.drawRect( 111 | self.person_bbox[0], self.person_bbox[1], self.person_bbox[2], self.person_bbox[3]) 112 | 113 | def paint(self, painter): 114 | if self.points: 115 | color = self.select_line_color if self.selected else self.line_color 116 | pen = QPen(color) 117 | font = QFont() 118 | font.setPointSize(20) 119 | # Try using integer sizes for smoother drawing(?) 120 | pen.setWidth(max(5, int(round(2.0 / self.scale)))) 121 | painter.setPen(pen) 122 | painter.setFont(font) 123 | 124 | line_path = QPainterPath() 125 | vrtx_path = QPainterPath() 126 | # draw a rectangle 127 | #painter.drawText(20, 20, str(self.imgCnt)) 128 | #painter.drawRect( 129 | # self.person_bbox[0], self.person_bbox[1], self.person_bbox[2], self.person_bbox[3]) 130 | 131 | line_path.moveTo(self.points[0]) 132 | # Uncommenting the following line will draw 2 paths 133 | # for the 1st vertex, and make it non-filled, which 134 | # may be desirable. 135 | #self.drawVertex(vrtx_path, 0) 136 | 137 | for i, p in enumerate(self.points): 138 | line_path.lineTo(p) 139 | self.drawVertex(vrtx_path, i) 140 | if self.isClosed(): 141 | line_path.lineTo(self.points[0]) 142 | painter.drawPath(line_path) 143 | painter.drawPath(vrtx_path) 144 | painter.fillPath(vrtx_path, self.vertex_fill_color) 145 | if self.fill: 146 | color = self.select_fill_color if self.selected else self.fill_color 147 | painter.fillPath(line_path, color) 148 | 149 | def drawVertex(self, path, i): 150 | d = self.point_size / self.scale 151 | shape = self.point_type 152 | point = self.points[i] 153 | if i == self._highlightIndex: 154 | size, shape = self._highlightSettings[self._highlightMode] 155 | d *= size 156 | if self._highlightIndex is not None: 157 | self.vertex_fill_color = self.hvertex_fill_color 158 | else: 159 | self.vertex_fill_color = Shape.vertex_fill_color 160 | if shape == self.P_SQUARE: 161 | path.addRect(point.x() - d/2, point.y() - d/2, d, d) 162 | elif shape == self.P_ROUND: 163 | path.addEllipse(point, d/2.0, d/2.0) 164 | else: 165 | assert False, "unsupported vertex shape" 166 | 167 | def nearestVertex(self, point, epsilon): 168 | min_distance = float('inf') 169 | min_i = None 170 | for i, p in enumerate(self.points): 171 | dist = distance(p - point) 172 | if dist <= epsilon and dist < min_distance: 173 | min_distance = dist 174 | min_i = i 175 | return min_i 176 | 177 | def containsPoint(self, point): 178 | return self.makePath().contains(point) 179 | 180 | def makePath(self): 181 | path = QPainterPath(self.points[0]) 182 | for p in self.points[1:]: 183 | path.lineTo(p) 184 | return path 185 | 186 | def boundingRect(self): 187 | return self.makePath().boundingRect() 188 | 189 | def moveBy(self, offset): 190 | self.points = [p + offset for p in self.points] 191 | 192 | def moveVertexBy(self, i, offset): 193 | self.points[i] = self.points[i] + offset 194 | 195 | def highlightVertex(self, i, action): 196 | self._highlightIndex = i 197 | self._highlightMode = action 198 | 199 | def highlightClear(self): 200 | self._highlightIndex = None 201 | 202 | def copy(self): 203 | shape = Shape("Copy of %s" % self.label ) 204 | shape.points= [p for p in self.points] 205 | shape.fill = self.fill 206 | shape.selected = self.selected 207 | shape._closed = self._closed 208 | if self.line_color != Shape.line_color: 209 | shape.line_color = self.line_color 210 | if self.fill_color != Shape.fill_color: 211 | shape.fill_color = self.fill_color 212 | return shape 213 | 214 | def __len__(self): 215 | return len(self.points) 216 | 217 | def __getitem__(self, key): 218 | return self.points[key] 219 | 220 | def __setitem__(self, key, value): 221 | self.points[key] = value 222 | 223 | -------------------------------------------------------------------------------- /labelme/icons/open.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | image/svg+xml 42 | 43 | 45 | 52 | 54 | 55 | 56 | 58 | 60 | 67 | 68 | 70 | 77 | 81 | 85 | 89 | 92 | 95 | 98 | 101 | 104 | 105 | 109 | 116 | 120 | 124 | 128 | 132 | 135 | 138 | 141 | 144 | 147 | 150 | 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| image/svg+xml 355 | 356 | 357 | 359 | test.ai 360 | 361 | 362 | 363 | 364 | 365 | end='w' 366 | 367 | 372 | 376 | 380 | 384 | 388 | 392 | 396 | 400 | 401 | -------------------------------------------------------------------------------- /labelme/canvas.py: -------------------------------------------------------------------------------- 1 | # 2 | # Copyright (C) 2011 Michael Pitidis, Hussein Abdulwahid. 3 | # 4 | # This file is part of Labelme. 5 | # 6 | # Labelme is free software: you can redistribute it and/or modify 7 | # it under the terms of the GNU General Public License as published by 8 | # the Free Software Foundation, either version 3 of the License, or 9 | # (at your option) any later version. 10 | # 11 | # Labelme is distributed in the hope that it will be useful, 12 | # but WITHOUT ANY WARRANTY; without even the implied warranty of 13 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 14 | # GNU General Public License for more details. 15 | # 16 | # You should have received a copy of the GNU General Public License 17 | # along with Labelme. If not, see . 18 | # 19 | 20 | from __future__ import print_function 21 | 22 | import sys 23 | 24 | try: 25 | from PyQt5.QtGui import * 26 | from PyQt5.QtCore import * 27 | from PyQt5.QtWidgets import * 28 | PYQT5 = True 29 | except ImportError: 30 | from PyQt4.QtGui import * 31 | from PyQt4.QtCore import * 32 | PYQT5 = False 33 | 34 | from labelme.shape import Shape 35 | from labelme.lib import distance 36 | 37 | # TODO: 38 | # - [maybe] Find optimal epsilon value. 39 | 40 | CURSOR_DEFAULT = Qt.ArrowCursor 41 | CURSOR_POINT = Qt.PointingHandCursor 42 | CURSOR_DRAW = Qt.CrossCursor 43 | CURSOR_MOVE = Qt.ClosedHandCursor 44 | CURSOR_GRAB = Qt.OpenHandCursor 45 | 46 | #class Canvas(QGLWidget): 47 | class Canvas(QWidget): 48 | zoomRequest = pyqtSignal(int) 49 | scrollRequest = pyqtSignal(int, int) 50 | newShape = pyqtSignal() 51 | selectionChanged = pyqtSignal(bool) 52 | shapeMoved = pyqtSignal() 53 | drawingPolygon = pyqtSignal(bool) 54 | 55 | CREATE, EDIT = 0, 1 56 | 57 | epsilon = 11.0 58 | 59 | def __init__(self, *args, **kwargs): 60 | super(Canvas, self).__init__(*args, **kwargs) 61 | # Initialise local state. 62 | self.mode = self.EDIT 63 | self.shapes = [] 64 | self.current = None 65 | self.selectedShape=None # save the selected shape here 66 | self.selectedShapeCopy=None 67 | self.lineColor = QColor(0, 0, 255) 68 | self.line = Shape(line_color=self.lineColor) 69 | self.prevPoint = QPointF() 70 | self.offsets = QPointF(), QPointF() 71 | self.scale = 1.0 72 | self.pixmap = QPixmap() 73 | self.visible = {} 74 | self._hideBackround = False 75 | self.hideBackround = False 76 | self.hShape = None 77 | self.hVertex = None 78 | self._painter = QPainter() 79 | self._cursor = CURSOR_DEFAULT 80 | self.paint_info = False 81 | # Menus: 82 | self.menus = (QMenu(), QMenu()) 83 | # Set widget options. 84 | self.setMouseTracking(True) 85 | self.setFocusPolicy(Qt.WheelFocus) 86 | 87 | def enterEvent(self, ev): 88 | self.overrideCursor(self._cursor) 89 | 90 | def leaveEvent(self, ev): 91 | self.restoreCursor() 92 | 93 | def focusOutEvent(self, ev): 94 | self.restoreCursor() 95 | 96 | def isVisible(self, shape): 97 | return self.visible.get(shape, True) 98 | 99 | def drawing(self): 100 | return self.mode == self.CREATE 101 | 102 | def editing(self): 103 | return self.mode == self.EDIT 104 | 105 | def setEditing(self, value=True): 106 | self.mode = self.EDIT if value else self.CREATE 107 | if not value: # Create 108 | self.unHighlight() 109 | self.deSelectShape() 110 | 111 | def unHighlight(self): 112 | if self.hShape: 113 | self.hShape.highlightClear() 114 | self.hVertex = self.hShape = None 115 | 116 | def selectedVertex(self): 117 | return self.hVertex is not None 118 | 119 | def mouseMoveEvent(self, ev): 120 | """Update line with last point and current coordinates.""" 121 | if PYQT5: 122 | pos = self.transformPos(ev.pos()) 123 | else: 124 | pos = self.transformPos(ev.posF()) 125 | 126 | self.restoreCursor() 127 | 128 | # Polygon drawing. 129 | if self.drawing(): 130 | self.overrideCursor(CURSOR_DRAW) 131 | if self.current: 132 | color = self.lineColor 133 | if self.outOfPixmap(pos): 134 | # Don't allow the user to draw outside the pixmap. 135 | # Project the point to the pixmap's edges. 136 | pos = self.intersectionPoint(self.current[-1], pos) 137 | elif len(self.current) > 1 and self.closeEnough(pos, self.current[0]): 138 | # Attract line to starting point and colorise to alert the user: 139 | pos = self.current[0] 140 | color = self.current.line_color 141 | self.overrideCursor(CURSOR_POINT) 142 | self.current.highlightVertex(0, Shape.NEAR_VERTEX) 143 | self.line[1] = pos 144 | self.line.line_color = color 145 | self.repaint() 146 | self.current.highlightClear() 147 | return 148 | 149 | # Polygon copy moving. 150 | if Qt.RightButton & ev.buttons(): 151 | if self.selectedShapeCopy and self.prevPoint: 152 | self.overrideCursor(CURSOR_MOVE) 153 | self.boundedMoveShape(self.selectedShapeCopy, pos) 154 | self.repaint() 155 | elif self.selectedShape: 156 | self.selectedShapeCopy = self.selectedShape.copy() 157 | self.repaint() 158 | return 159 | 160 | # Polygon/Vertex moving. 161 | if Qt.LeftButton & ev.buttons(): 162 | if self.selectedVertex(): 163 | self.boundedMoveVertex(pos) 164 | self.shapeMoved.emit() 165 | self.repaint() 166 | elif self.selectedShape and self.prevPoint: 167 | self.overrideCursor(CURSOR_MOVE) 168 | self.boundedMoveShape(self.selectedShape, pos) 169 | self.shapeMoved.emit() 170 | self.repaint() 171 | return 172 | 173 | # Just hovering over the canvas, 2 posibilities: 174 | # - Highlight shapes 175 | # - Highlight vertex 176 | # Update shape/vertex fill and tooltip value accordingly. 177 | self.setToolTip("Image") 178 | for shape in reversed([s for s in self.shapes if self.isVisible(s)]): 179 | # Look for a nearby vertex to highlight. If that fails, 180 | # check if we happen to be inside a shape. 181 | index = shape.nearestVertex(pos, self.epsilon) 182 | if index is not None: 183 | if self.selectedVertex(): 184 | self.hShape.highlightClear() 185 | self.hVertex, self.hShape = index, shape 186 | shape.highlightVertex(index, shape.MOVE_VERTEX) 187 | self.overrideCursor(CURSOR_POINT) 188 | self.setToolTip("Click & drag to move point") 189 | self.setStatusTip(self.toolTip()) 190 | self.update() 191 | break 192 | elif shape.containsPoint(pos): 193 | if self.selectedVertex(): 194 | self.hShape.highlightClear() 195 | self.hVertex, self.hShape = None, shape 196 | self.setToolTip("Click & drag to move shape '%s'" % shape.label) 197 | self.setStatusTip(self.toolTip()) 198 | self.overrideCursor(CURSOR_GRAB) 199 | self.update() 200 | break 201 | else: # Nothing found, clear highlights, reset state. 202 | if self.hShape: 203 | self.hShape.highlightClear() 204 | self.update() 205 | self.hVertex, self.hShape = None, None 206 | 207 | def mousePressEvent(self, ev): 208 | if PYQT5: 209 | pos = self.transformPos(ev.pos()) 210 | else: 211 | pos = self.transformPos(ev.posF()) 212 | if ev.button() == Qt.LeftButton: 213 | if self.drawing(): 214 | if self.current: 215 | try: 216 | self.current.addPoint(self.line[1]) 217 | except Exception as e: 218 | print(e, file=sys.stderr) 219 | return 220 | self.line[0] = self.current[-1] 221 | if self.current.isClosed(): 222 | self.finalise() 223 | elif not self.outOfPixmap(pos): 224 | self.current = Shape() 225 | self.current.addPoint(pos) 226 | #self.current.person_box = bbox 227 | self.current.imgCnt = self.imgCnt 228 | self.current.person_bbox = self.person_bbox 229 | # choose color 230 | self.current.line_color = Qt.red 231 | self.line.points = [pos, pos] 232 | self.setHiding() 233 | self.drawingPolygon.emit(True) 234 | self.update() 235 | if self.current.isClosed(): 236 | self.finalise() 237 | else: 238 | self.selectShapePoint(pos) 239 | self.prevPoint = pos 240 | self.repaint() 241 | elif ev.button() == Qt.RightButton and self.editing(): 242 | self.selectShapePoint(pos) 243 | self.prevPoint = pos 244 | self.repaint() 245 | 246 | def mouseReleaseEvent(self, ev): 247 | if ev.button() == Qt.RightButton: 248 | menu = self.menus[bool(self.selectedShapeCopy)] 249 | self.restoreCursor() 250 | if not menu.exec_(self.mapToGlobal(ev.pos()))\ 251 | and self.selectedShapeCopy: 252 | # Cancel the move by deleting the shadow copy. 253 | self.selectedShapeCopy = None 254 | self.repaint() 255 | elif ev.button() == Qt.LeftButton and self.selectedShape: 256 | self.overrideCursor(CURSOR_GRAB) 257 | 258 | def endMove(self, copy=False): 259 | assert self.selectedShape and self.selectedShapeCopy 260 | shape = self.selectedShapeCopy 261 | #del shape.fill_color 262 | #del shape.line_color 263 | if copy: 264 | self.shapes.append(shape) 265 | self.selectedShape.selected = False 266 | self.selectedShape = shape 267 | self.repaint() 268 | else: 269 | shape.label = self.selectedShape.label 270 | self.deleteSelected() 271 | self.shapes.append(shape) 272 | self.selectedShapeCopy = None 273 | 274 | def hideBackroundShapes(self, value): 275 | self.hideBackround = value 276 | if self.selectedShape: 277 | # Only hide other shapes if there is a current selection. 278 | # Otherwise the user will not be able to select a shape. 279 | self.setHiding(True) 280 | self.repaint() 281 | 282 | def setHiding(self, enable=True): 283 | self._hideBackround = self.hideBackround if enable else False 284 | 285 | def canCloseShape(self): 286 | return self.drawing() and self.current and len(self.current) > 2 287 | 288 | def mouseDoubleClickEvent(self, ev): 289 | # We need at least 4 points here, since the mousePress handler 290 | # adds an extra one before this handler is called. 291 | if self.canCloseShape() and len(self.current) > 3: 292 | self.current.popPoint() 293 | self.finalise() 294 | 295 | def selectShape(self, shape): 296 | self.deSelectShape() 297 | shape.selected = True 298 | self.selectedShape = shape 299 | self.setHiding() 300 | self.selectionChanged.emit(True) 301 | self.update() 302 | 303 | def selectShapePoint(self, point): 304 | """Select the first shape created which contains this point.""" 305 | self.deSelectShape() 306 | if self.selectedVertex(): # A vertex is marked for selection. 307 | index, shape = self.hVertex, self.hShape 308 | shape.highlightVertex(index, shape.MOVE_VERTEX) 309 | return 310 | for shape in reversed(self.shapes): 311 | if self.isVisible(shape) and shape.containsPoint(point): 312 | shape.selected = True 313 | self.selectedShape = shape 314 | self.calculateOffsets(shape, point) 315 | self.setHiding() 316 | self.selectionChanged.emit(True) 317 | return 318 | 319 | def calculateOffsets(self, shape, point): 320 | rect = shape.boundingRect() 321 | x1 = rect.x() - point.x() 322 | y1 = rect.y() - point.y() 323 | x2 = (rect.x() + rect.width()) - point.x() 324 | y2 = (rect.y() + rect.height()) - point.y() 325 | self.offsets = QPointF(x1, y1), QPointF(x2, y2) 326 | 327 | def boundedMoveVertex(self, pos): 328 | index, shape = self.hVertex, self.hShape 329 | point = shape[index] 330 | if self.outOfPixmap(pos): 331 | pos = self.intersectionPoint(point, pos) 332 | shape.moveVertexBy(index, pos - point) 333 | 334 | def boundedMoveShape(self, shape, pos): 335 | if self.outOfPixmap(pos): 336 | return False # No need to move 337 | o1 = pos + self.offsets[0] 338 | if self.outOfPixmap(o1): 339 | pos -= QPointF(min(0, o1.x()), min(0, o1.y())) 340 | o2 = pos + self.offsets[1] 341 | if self.outOfPixmap(o2): 342 | pos += QPointF(min(0, self.pixmap.width() - o2.x()), 343 | min(0, self.pixmap.height()- o2.y())) 344 | # The next line tracks the new position of the cursor 345 | # relative to the shape, but also results in making it 346 | # a bit "shaky" when nearing the border and allows it to 347 | # go outside of the shape's area for some reason. XXX 348 | #self.calculateOffsets(self.selectedShape, pos) 349 | dp = pos - self.prevPoint 350 | if dp: 351 | shape.moveBy(dp) 352 | self.prevPoint = pos 353 | return True 354 | return False 355 | 356 | def deSelectShape(self): 357 | if self.selectedShape: 358 | self.selectedShape.selected = False 359 | self.selectedShape = None 360 | self.setHiding(False) 361 | self.selectionChanged.emit(False) 362 | self.update() 363 | 364 | def deleteSelected(self): 365 | if self.selectedShape: 366 | shape = self.selectedShape 367 | print('Delete ' + shape.label) 368 | self.shapes.remove(self.selectedShape) 369 | self.selectedShape = None 370 | self.update() 371 | return shape 372 | 373 | def copySelectedShape(self): 374 | if self.selectedShape: 375 | shape = self.selectedShape.copy() 376 | self.deSelectShape() 377 | self.shapes.append(shape) 378 | shape.selected = True 379 | self.selectedShape = shape 380 | self.boundedShiftShape(shape) 381 | return shape 382 | 383 | def boundedShiftShape(self, shape): 384 | # Try to move in one direction, and if it fails in another. 385 | # Give up if both fail. 386 | point = shape[0] 387 | offset = QPointF(2.0, 2.0) 388 | self.calculateOffsets(shape, point) 389 | self.prevPoint = point 390 | if not self.boundedMoveShape(shape, point - offset): 391 | self.boundedMoveShape(shape, point + offset) 392 | 393 | def paint_bbox(self, painter): 394 | pen = QPen(Qt.red) 395 | font = QFont() 396 | font.setPointSize(20) 397 | # Try using integer sizes for smoother drawing(?) 398 | pen.setWidth(max(5, int(round(2.0 / self.scale)))) 399 | painter.setPen(pen) 400 | painter.setFont(font) 401 | 402 | # draw a rectangle 403 | painter.drawText(10, 15, str(self.imgCnt)) 404 | font.setPointSize(15) 405 | painter.setFont(font) 406 | 407 | painter.drawText(30, 15, 'person: '+str(self.person_id)) 408 | painter.drawText(150, 15, 'prog: %d/%d' % tuple(self.progress)) 409 | 410 | painter.drawRect( 411 | self.person_bbox[0], self.person_bbox[1], self.person_bbox[2], self.person_bbox[3]) 412 | 413 | def paintEvent(self, event): 414 | if not self.pixmap: 415 | return super(Canvas, self).paintEvent(event) 416 | 417 | p = self._painter 418 | p.begin(self) 419 | p.setRenderHint(QPainter.Antialiasing) 420 | p.setRenderHint(QPainter.HighQualityAntialiasing) 421 | p.setRenderHint(QPainter.SmoothPixmapTransform) 422 | 423 | p.scale(self.scale, self.scale) 424 | p.translate(self.offsetToCenter()) 425 | 426 | p.drawPixmap(0, 0, self.pixmap) 427 | if self.paint_info: 428 | self.paint_bbox(p) 429 | #p.end() 430 | 431 | Shape.scale = self.scale 432 | for shape in self.shapes: 433 | if (shape.selected or not self._hideBackround) and self.isVisible(shape): 434 | shape.fill = shape.selected or shape == self.hShape 435 | if shape.label and 'Empty' in shape.label: 436 | continue 437 | shape.paint(p) 438 | if self.current: 439 | self.current.paint(p) 440 | self.line.paint(p) 441 | if self.selectedShapeCopy: 442 | self.selectedShapeCopy.paint(p) 443 | 444 | p.end() 445 | 446 | def transformPos(self, point): 447 | """Convert from widget-logical coordinates to painter-logical coordinates.""" 448 | return point / self.scale - self.offsetToCenter() 449 | 450 | def offsetToCenter(self): 451 | s = self.scale 452 | area = super(Canvas, self).size() 453 | w, h = self.pixmap.width() * s, self.pixmap.height() * s 454 | aw, ah = area.width(), area.height() 455 | x = (aw-w)/(2*s) if aw > w else 0 456 | y = (ah-h)/(2*s) if ah > h else 0 457 | return QPointF(x, y) 458 | 459 | def outOfPixmap(self, p): 460 | w, h = self.pixmap.width(), self.pixmap.height() 461 | return not (0 <= p.x() <= w and 0 <= p.y() <= h) 462 | 463 | def finalise(self): 464 | assert self.current 465 | self.current.close() 466 | self.shapes.append(self.current) 467 | self.current = None 468 | self.setHiding(False) 469 | self.newShape.emit() 470 | self.update() 471 | 472 | def closeEnough(self, p1, p2): 473 | #d = distance(p1 - p2) 474 | #m = (p1-p2).manhattanLength() 475 | #print "d %.2f, m %d, %.2f" % (d, m, d - m) 476 | return distance(p1 - p2) < self.epsilon 477 | 478 | def intersectionPoint(self, p1, p2): 479 | # Cycle through each image edge in clockwise fashion, 480 | # and find the one intersecting the current line segment. 481 | # http://paulbourke.net/geometry/lineline2d/ 482 | size = self.pixmap.size() 483 | points = [(0,0), 484 | (size.width(), 0), 485 | (size.width(), size.height()), 486 | (0, size.height())] 487 | x1, y1 = p1.x(), p1.y() 488 | x2, y2 = p2.x(), p2.y() 489 | d, i, (x, y) = min(self.intersectingEdges((x1, y1), (x2, y2), points)) 490 | x3, y3 = points[i] 491 | x4, y4 = points[(i+1)%4] 492 | if (x, y) == (x1, y1): 493 | # Handle cases where previous point is on one of the edges. 494 | if x3 == x4: 495 | return QPointF(x3, min(max(0, y2), max(y3, y4))) 496 | else: # y3 == y4 497 | return QPointF(min(max(0, x2), max(x3, x4)), y3) 498 | return QPointF(x, y) 499 | 500 | def intersectingEdges(self, point1, point2, points): 501 | """For each edge formed by `points', yield the intersection 502 | with the line segment `(x1,y1) - (x2,y2)`, if it exists. 503 | Also return the distance of `(x2,y2)' to the middle of the 504 | edge along with its index, so that the one closest can be chosen.""" 505 | (x1, y1) = point1 506 | (x2, y2) = point2 507 | for i in range(4): 508 | x3, y3 = points[i] 509 | x4, y4 = points[(i+1) % 4] 510 | denom = (y4-y3) * (x2 - x1) - (x4 - x3) * (y2 - y1) 511 | nua = (x4-x3) * (y1-y3) - (y4-y3) * (x1-x3) 512 | nub = (x2-x1) * (y1-y3) - (y2-y1) * (x1-x3) 513 | if denom == 0: 514 | # This covers two cases: 515 | # nua == nub == 0: Coincident 516 | # otherwise: Parallel 517 | continue 518 | ua, ub = nua / denom, nub / denom 519 | if 0 <= ua <= 1 and 0 <= ub <= 1: 520 | x = x1 + ua * (x2 - x1) 521 | y = y1 + ua * (y2 - y1) 522 | m = QPointF((x3 + x4)/2, (y3 + y4)/2) 523 | d = distance(m - QPointF(x2, y2)) 524 | yield d, i, (x, y) 525 | 526 | # These two, along with a call to adjustSize are required for the 527 | # scroll area. 528 | def sizeHint(self): 529 | return self.minimumSizeHint() 530 | 531 | def minimumSizeHint(self): 532 | if self.pixmap: 533 | return self.scale * self.pixmap.size() 534 | return super(Canvas, self).minimumSizeHint() 535 | 536 | def wheelEvent(self, ev): 537 | if PYQT5: 538 | mods = ev.modifiers() 539 | delta = ev.pixelDelta() 540 | if Qt.ControlModifier == int(mods): # with Ctrl/Command key 541 | # zoom 542 | self.zoomRequest.emit(delta.y()) 543 | else: 544 | # scroll 545 | self.scrollRequest.emit(delta.x(), Qt.Horizontal) 546 | self.scrollRequest.emit(delta.y(), Qt.Vertical) 547 | else: 548 | if ev.orientation() == Qt.Vertical: 549 | mods = ev.modifiers() 550 | if Qt.ControlModifier == int(mods): # with Ctrl/Command key 551 | self.zoomRequest.emit(ev.delta()) 552 | else: 553 | self.scrollRequest.emit(ev.delta(), 554 | Qt.Horizontal if (Qt.ShiftModifier == int(mods))\ 555 | else Qt.Vertical) 556 | else: 557 | self.scrollRequest.emit(ev.delta(), Qt.Horizontal) 558 | ev.accept() 559 | 560 | def keyPressEvent(self, ev): 561 | key = ev.key() 562 | if key == Qt.Key_Escape and self.current: 563 | self.current = None 564 | self.drawingPolygon.emit(False) 565 | self.update() 566 | elif key == Qt.Key_Return and self.canCloseShape(): 567 | self.finalise() 568 | 569 | def setLastLabel(self, text): 570 | assert text 571 | self.shapes[-1].label = text 572 | return self.shapes[-1] 573 | 574 | def undoLastLine(self): 575 | assert self.shapes 576 | self.current = self.shapes.pop() 577 | self.current.setOpen() 578 | self.line.points = [self.current[-1], self.current[0]] 579 | self.drawingPolygon.emit(True) 580 | 581 | def undoWrongLabel(self): 582 | assert self.shapes 583 | self.current = self.shapes.pop() 584 | self.current = None 585 | 586 | #self.current.setOpen() 587 | self.line.points = [] 588 | self.drawingPolygon.emit(False) 589 | 590 | def loadPixmap(self, pixmap): 591 | self.pixmap = pixmap 592 | self.shapes = [] 593 | self.repaint() 594 | 595 | def loadShapes(self, shapes): 596 | self.shapes = list(shapes) 597 | self.current = None 598 | self.repaint() 599 | 600 | def setShapeVisible(self, shape, value): 601 | self.visible[shape] = value 602 | self.repaint() 603 | 604 | def overrideCursor(self, cursor): 605 | self.restoreCursor() 606 | self._cursor = cursor 607 | QApplication.setOverrideCursor(cursor) 608 | 609 | def restoreCursor(self): 610 | QApplication.restoreOverrideCursor() 611 | 612 | def resetState(self): 613 | self.restoreCursor() 614 | self.pixmap = None 615 | self.update() 616 | 617 | -------------------------------------------------------------------------------- /labelme/icons/save.svg: -------------------------------------------------------------------------------- 1 | 2 | 4 | 5 | 27 | 29 | 31 | 33 | begin='' id='W5M0MpCehiHzreSzNTczkc9d' 34 | 36 | 37 | 39 | 40 | Adobe PDF library 5.00 41 | 42 | 44 | 46 | 48 | 49 | 2004-02-04T02:08:51+02:00 50 | 51 | 2004-03-29T09:20:16Z 52 | 53 | Adobe Illustrator 10.0 54 | 55 | 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end='w' 292 | 293 | 295 | 299 | 303 | 307 | 311 | 315 | 323 | 327 | 331 | 335 | 339 | 343 | 344 | 348 | 352 | 359 | 363 | 367 | 371 | 375 | 379 | 380 | 384 | 391 | 395 | 399 | 403 | 407 | 411 | 412 | 416 | 420 | 428 | 432 | 436 | 440 | 444 | 448 | 449 | 453 | 457 | 464 | 468 | 472 | 476 | 480 | 484 | 488 | 492 | 496 | 497 | 501 | 509 | 513 | 517 | 521 | 525 | 529 | 533 | 537 | 541 | 542 | 549 | 556 | 560 | 564 | 568 | 572 | 576 | 577 | 581 | 589 | 593 | 597 | 601 | 605 | 609 | 613 | 617 | 621 | 625 | 629 | 633 | 634 | 638 | 646 | 650 | 654 | 658 | 662 | 666 | 667 | 674 | 678 | 679 | 680 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is 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You may not convey a covered 525 | work if you are a party to an arrangement with a third party that is 526 | in the business of distributing software, under which you make payment 527 | to the third party based on the extent of your activity of conveying 528 | the work, and under which the third party grants, to any of the 529 | parties who would receive the covered work from you, a discriminatory 530 | patent license (a) in connection with copies of the covered work 531 | conveyed by you (or copies made from those copies), or (b) primarily 532 | for and in connection with specific products or compilations that 533 | contain the covered work, unless you entered into that arrangement, 534 | or that patent license was granted, prior to 28 March 2007. 535 | 536 | Nothing in this License shall be construed as excluding or limiting 537 | any implied license or other defenses to infringement that may 538 | otherwise be available to you under applicable patent law. 539 | 540 | 12. No Surrender of Others' Freedom. 541 | 542 | If conditions are imposed on you (whether by court order, agreement or 543 | otherwise) that contradict the conditions of this License, they do not 544 | excuse you from the conditions of this License. If you cannot convey a 545 | covered work so as to satisfy simultaneously your obligations under this 546 | License and any other pertinent obligations, then as a consequence you may 547 | not convey it at all. For example, if you agree to terms that obligate you 548 | to collect a royalty for further conveying from those to whom you convey 549 | the Program, the only way you could satisfy both those terms and this 550 | License would be to refrain entirely from conveying the Program. 551 | 552 | 13. Use with the GNU Affero General Public License. 553 | 554 | Notwithstanding any other provision of this License, you have 555 | permission to link or combine any covered work with a work licensed 556 | under version 3 of the GNU Affero General Public License into a single 557 | combined work, and to convey the resulting work. The terms of this 558 | License will continue to apply to the part which is the covered work, 559 | but the special requirements of the GNU Affero General Public License, 560 | section 13, concerning interaction through a network will apply to the 561 | combination as such. 562 | 563 | 14. Revised Versions of this License. 564 | 565 | The Free Software Foundation may publish revised and/or new versions of 566 | the GNU General Public License from time to time. Such new versions will 567 | be similar in spirit to the present version, but may differ in detail to 568 | address new problems or concerns. 569 | 570 | Each version is given a distinguishing version number. If the 571 | Program specifies that a certain numbered version of the GNU General 572 | Public License "or any later version" applies to it, you have the 573 | option of following the terms and conditions either of that numbered 574 | version or of any later version published by the Free Software 575 | Foundation. If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | --------------------------------------------------------------------------------