├── LICENSE ├── README.md ├── attributes ├── coco_w2v.txt ├── coco_w2v_voc.txt ├── voc.txt └── voc_w2v.txt ├── coco.names ├── ext_att.py ├── get_coco_zsd_dataset.sh ├── get_voc_zsd_dataset.sh ├── seen_names ├── coco │ ├── 20seen.names │ ├── 40seen.names │ └── 60seen.names └── voc │ ├── 0515split-2.names │ ├── 0515split.names │ ├── 1010split-2.names │ ├── 1010split-3.names │ ├── 1010split.names │ └── 1505split.names ├── voc.names ├── voc_label.py └── zsd_split.py /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2018 Pengkai Zhu 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Zero Shot Detection Dataset 2 | This repository contains the datasets used in [Zero Shot Detection](https://arxiv.org/pdf/1803.07113.pdf) by 3 | [Pengkai Zhu](https://github.com/pengkaizhu), [Hanxiao Wang](https://github.com/STARrapier), [Tolga Bolukbasi](https://github.com/tolga-b) and Venkatesh Saligrama. 4 | ``` 5 | @article{Zhu_2019, 6 | title={Zero Shot Detection}, 7 | DOI={10.1109/tcsvt.2019.2899569}, 8 | journal={IEEE Transactions on Circuits and Systems for Video Technology}, 9 | publisher={Institute of Electrical and Electronics Engineers (IEEE)}, 10 | author={Zhu, Pengkai and Wang, Hanxiao and Saligrama, Venkatesh}, 11 | year={2019} 12 | } 13 | ``` 14 | 15 | 16 | ## Seen/Unseen Split 17 | 18 | The scripts can download [Pascal VOC](http://host.robots.ox.ac.uk/pascal/VOC/) or [MSCOCO](http://cocodataset.org/#home) 19 | and split it into four parts as in the paper: 20 | - **Train**: seen in train 21 | - **Test-Seen**: seen in val/test 22 | - **Test-Unseen**: unseen in train&val&test 23 | - **Test-Mix**: both seen & unseen in val/test 24 | 25 | The dataset is split based on assigned seen categories names. We provide 26 | the splits we used in the paper in `seen_names` subfolder. 27 | 28 | ## Attributes 29 | 30 | The attributes for Pascal VOC will be downloaded and extracted automatically 31 | when running `get_voc_zsd_dataset.sh`. We also provide the attributes we use 32 | in the paper in the `attributes` subfolder: 33 | - `coco_w2v.txt`: w2v attributes for coco categories 34 | - `coco_w2v_voc.txt`: projected w2v attributes for coco categories (mirroring VOC attributes similarity) 35 | - `voc.txt`: labelled attributes (from [aP&Y](http://vision.cs.uiuc.edu/attributes/)) for VOC categories 36 | - `voc_w2v.txt`: w2v attributes for VOC categories 37 | 38 | ## How to use 39 | - Preliminary: `numpy` 40 | #### Setup Pascal VOC: 41 | ```bash 42 | bash get_voc_zsd_dataset.sh $zsd-data-dir # $zsd-data-dir: directory for saving pascal ZSD dataset 43 | ``` 44 | The dataset will be downloaded to `$zsd-data-dir` and the split sets will be saved 45 | in `1010split` subfolder by default. If you already downloaded the dataset or would like 46 | to try some other splits, just run: 47 | ```bash 48 | python zsd_split.py --dataset voc --data_dir $zsd-data-dir --name_file voc.names \ 49 | --seen_name_file seen_names/voc/${choose another split} \ 50 | --save_dir ${split save name} \ 51 | ``` 52 | 53 | #### Setup MSCOCO 54 | ```bash 55 | bash get_coco_zsd_dataset.sh $zsd-data-dir # $zsd-data-dir: directory for saving coco ZSD dataset 56 | ``` 57 | 58 | -------------------------------------------------------------------------------- /attributes/coco_w2v.txt: -------------------------------------------------------------------------------- 1 | 1.859551519155502319e-01 -5.675777420401573181e-02 -1.204828247427940369e-01 -8.858410269021987915e-02 -2.443895488977432251e-02 -6.877005100250244141e-03 -1.459020972251892090e-01 -3.958552330732345581e-02 2.268458306789398193e-01 -2.114000469446182251e-01 2.063013315200805664e-01 -3.596312180161476135e-02 6.169636175036430359e-02 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0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 8.428093645484949770e-01 0.000000000000000000e+00 2.508361204013377921e-01 7.892976588628762835e-01 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 7.993311036789297885e-01 0.000000000000000000e+00 0.000000000000000000e+00 0.000000000000000000e+00 4.080267558528428151e-01 0.000000000000000000e+00 0.000000000000000000e+00 21 | -------------------------------------------------------------------------------- /coco.names: -------------------------------------------------------------------------------- 1 | person 2 | bicycle 3 | car 4 | motorbike 5 | aeroplane 6 | bus 7 | train 8 | truck 9 | boat 10 | traffic light 11 | fire hydrant 12 | stop sign 13 | parking meter 14 | bench 15 | bird 16 | cat 17 | dog 18 | horse 19 | sheep 20 | cow 21 | elephant 22 | bear 23 | zebra 24 | giraffe 25 | backpack 26 | umbrella 27 | handbag 28 | tie 29 | suitcase 30 | frisbee 31 | skis 32 | snowboard 33 | sports ball 34 | kite 35 | baseball bat 36 | baseball glove 37 | skateboard 38 | surfboard 39 | tennis racket 40 | bottle 41 | wine glass 42 | cup 43 | fork 44 | knife 45 | spoon 46 | bowl 47 | banana 48 | apple 49 | sandwich 50 | orange 51 | broccoli 52 | carrot 53 | hot dog 54 | pizza 55 | donut 56 | cake 57 | chair 58 | sofa 59 | pottedplant 60 | bed 61 | diningtable 62 | toilet 63 | tvmonitor 64 | laptop 65 | mouse 66 | remote 67 | keyboard 68 | cell phone 69 | microwave 70 | oven 71 | toaster 72 | sink 73 | refrigerator 74 | book 75 | clock 76 | vase 77 | scissors 78 | teddy bear 79 | hair drier 80 | toothbrush 81 | -------------------------------------------------------------------------------- /ext_att.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | 3 | """ 4 | aP&Y attributes extraction. 5 | """ 6 | 7 | 8 | classes = ["aeroplane", "bicycle", "bird", "boat", "bottle", "bus", 9 | "car", "cat", "chair", "cow", "diningtable", "dog", 10 | "horse", "motorbike", "person", "pottedplant", "sheep", 11 | "sofa", "train", "tvmonitor"] 12 | num_class = len(classes) 13 | num_attrs = 64 14 | attrs = {} 15 | for cls in classes: 16 | attrs[cls] = [] 17 | 18 | attr_files = ['apascal_train.txt', 'apascal_test.txt'] 19 | for attr_file in attr_files: 20 | with open('attribute_data/{:s}'.format(attr_file)) as file: 21 | for each_line in file: 22 | tmp = each_line.strip().split() 23 | attrs[tmp[1]].append(tmp[6:]) 24 | 25 | attr_array = np.zeros((num_class, num_attrs)) 26 | for i in range(len(classes)): 27 | attr_array[i] = np.array(attrs[classes[i]]).astype(np.float).mean(axis=0) 28 | 29 | np.savetxt('attributes.txt', attr_array) 30 | -------------------------------------------------------------------------------- /get_coco_zsd_dataset.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | ############################################## 4 | # This script will download the coco dataset, generate 5 | # labels and split into seen, unseen and test datasets. 6 | # 7 | # Usage (in the project dir): 8 | # bash get_coco_zsd_dataset.sh 9 | # : the directory to save coco ZSD dataset 10 | # 11 | ############################################## 12 | 13 | if [ $# -eq 1 ] 14 | then 15 | PROJECTSDIR=$PWD 16 | cd $1 17 | 18 | # Clone COCO API 19 | git clone https://github.com/pdollar/coco 20 | cd coco 21 | 22 | mkdir images 23 | cd images 24 | 25 | # Download Images 26 | wget -c http://images.cocodataset.org/zips/train2014.zip 27 | wget -c http://images.cocodataset.org/zips/val2014.zip 28 | 29 | # Unzip 30 | unzip -q train2014.zip 31 | unzip -q val2014.zip 32 | 33 | cd .. 34 | 35 | # Download COCO Metadata 36 | wget -c http://images.cocodataset.org/annotations/annotations_trainval2014.zip 37 | wget -c https://pjreddie.com/media/files/coco/5k.part 38 | wget -c https://pjreddie.com/media/files/coco/trainvalno5k.part 39 | wget -c https://pjreddie.com/media/files/coco/labels.tgz 40 | tar xzf labels.tgz 41 | unzip -q annotations_trainval2014.zip 42 | 43 | # Set Up Image Lists 44 | paste <(awk "{print \"$PWD\"}" <5k.part) 5k.part | tr -d '\t' > 5k.txt 45 | paste <(awk "{print \"$PWD\"}" trainvalno5k.txt 46 | 47 | cd $PROJECTSDIR 48 | python zsd_split.py --dataset coco --data_dir $1/coco --name_file coco.names \ 49 | --seen_name_file seen_names/coco/20seen.names --save_dir 20seen 50 | else 51 | 52 | echo "Wrong argument numbers" 53 | echo "Usage (in the project dir): bash get_coco_zsd_dataset.sh " 54 | fi -------------------------------------------------------------------------------- /get_voc_zsd_dataset.sh: -------------------------------------------------------------------------------- 1 | #!/usr/bin/evn bash 2 | 3 | ############################################## 4 | # This script will download the Pascal VOC dataset, generate 5 | # labels and split into seen, unseen and test datasets. 6 | # 7 | # Usage (in the project dir): 8 | # bash get_voc_zsd_dataset.sh 9 | # : the directory to save VOC ZSD dataset 10 | # 11 | ############################################## 12 | 13 | if [ $# -eq 1 ] 14 | then 15 | PROJECTSDIR=$PWD 16 | cp voc_label.py ext_att.py $1 17 | cd $1 18 | wget -c http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar 19 | wget -c http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar 20 | wget -c http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar 21 | tar xf VOCtrainval_11-May-2012.tar 22 | tar xf VOCtrainval_06-Nov-2007.tar 23 | tar xf VOCtest_06-Nov-2007.tar 24 | rm VOCtrainval_11-May-2012.tar 25 | rm VOCtrainval_06-Nov-2007.tar 26 | rm VOCtest_06-Nov-2007.tar 27 | python voc_label.py 28 | rm voc_label.py 29 | rm 2007* 2012* 30 | wget http://vision.cs.uiuc.edu/attributes/attribute_data.tar.gz 31 | tar xzf attribute_data.tar.gz 32 | rm attribute_data.tar.gz 33 | python ext_att.py 34 | rm ext_att.py 35 | cd $PROJECTDIR 36 | python zsd_split.py --dataset voc --data_dir $1 --name_file voc.names \ 37 | --seen_name_file seen_names/voc/1010split.names --save_dir 1010split 38 | else 39 | echo "Wrong argument numbers" 40 | echo "Usage (in the project dir): bash get_voc_zsd_dataset.sh " 41 | fi -------------------------------------------------------------------------------- /seen_names/coco/20seen.names: -------------------------------------------------------------------------------- 1 | motorbike 2 | bus 3 | train 4 | boat 5 | stop sign 6 | cat 7 | horse 8 | cow 9 | umbrella 10 | wine glass 11 | fork 12 | knife 13 | banana 14 | orange 15 | carrot 16 | donut 17 | sofa 18 | remote 19 | hair drier 20 | toothbrush 21 | -------------------------------------------------------------------------------- /seen_names/coco/40seen.names: -------------------------------------------------------------------------------- 1 | person 2 | handbag 3 | tie 4 | bird 5 | dog 6 | sheep 7 | elephant 8 | giraffe 9 | bicycle 10 | car 11 | aeroplane 12 | truck 13 | traffic light 14 | bench 15 | frisbee 16 | snowboard 17 | sports ball 18 | kite 19 | baseball bat 20 | bottle 21 | cup 22 | spoon 23 | apple 24 | sandwich 25 | broccoli 26 | hot dog 27 | cake 28 | chair 29 | pottedplant 30 | bed 31 | diningtable 32 | microwave 33 | oven 34 | sink 35 | tvmonitor 36 | mouse 37 | keyboard 38 | cell phone 39 | book 40 | clock -------------------------------------------------------------------------------- /seen_names/coco/60seen.names: -------------------------------------------------------------------------------- 1 | person 2 | bicycle 3 | car 4 | motorbike 5 | aeroplane 6 | bus 7 | train 8 | truck 9 | boat 10 | traffic light 11 | stop sign 12 | bench 13 | bird 14 | cat 15 | dog 16 | horse 17 | sheep 18 | cow 19 | elephant 20 | giraffe 21 | umbrella 22 | handbag 23 | tie 24 | frisbee 25 | snowboard 26 | sports ball 27 | kite 28 | baseball bat 29 | bottle 30 | wine glass 31 | cup 32 | fork 33 | knife 34 | spoon 35 | banana 36 | apple 37 | sandwich 38 | orange 39 | broccoli 40 | carrot 41 | hot dog 42 | donut 43 | cake 44 | chair 45 | sofa 46 | pottedplant 47 | bed 48 | diningtable 49 | tvmonitor 50 | mouse 51 | remote 52 | keyboard 53 | cell phone 54 | microwave 55 | oven 56 | sink 57 | book 58 | clock 59 | hair drier 60 | toothbrush -------------------------------------------------------------------------------- /seen_names/voc/0515split-2.names: -------------------------------------------------------------------------------- 1 | boat 2 | bottle 3 | pottedplant 4 | sheep 5 | sofa -------------------------------------------------------------------------------- /seen_names/voc/0515split.names: -------------------------------------------------------------------------------- 1 | bicycle 2 | bus 3 | diningtable 4 | dog 5 | tvmonitor -------------------------------------------------------------------------------- /seen_names/voc/1010split-2.names: -------------------------------------------------------------------------------- 1 | bird 2 | bottle 3 | diningtable 4 | motorbike 5 | person 6 | pottedplant 7 | sheep 8 | sofa 9 | train 10 | tvmonitor -------------------------------------------------------------------------------- /seen_names/voc/1010split-3.names: -------------------------------------------------------------------------------- 1 | bicycle 2 | bird 3 | boat 4 | bus 5 | car 6 | cow 7 | dog 8 | motorbike 9 | person 10 | sheep -------------------------------------------------------------------------------- /seen_names/voc/1010split.names: -------------------------------------------------------------------------------- 1 | bicycle 2 | bird 3 | bottle 4 | bus 5 | chair 6 | diningtable 7 | dog 8 | person 9 | pottedplant 10 | tvmonitor -------------------------------------------------------------------------------- /seen_names/voc/1505split.names: -------------------------------------------------------------------------------- 1 | aeroplane 2 | bicycle 3 | bird 4 | boat 5 | bottle 6 | car 7 | cow 8 | dog 9 | horse 10 | person 11 | pottedplant 12 | sheep 13 | sofa 14 | train 15 | tvmonitor -------------------------------------------------------------------------------- /voc.names: -------------------------------------------------------------------------------- 1 | aeroplane 2 | bicycle 3 | bird 4 | boat 5 | bottle 6 | bus 7 | car 8 | cat 9 | chair 10 | cow 11 | diningtable 12 | dog 13 | horse 14 | motorbike 15 | person 16 | pottedplant 17 | sheep 18 | sofa 19 | train 20 | tvmonitor -------------------------------------------------------------------------------- /voc_label.py: -------------------------------------------------------------------------------- 1 | import os 2 | import xml.etree.ElementTree as ET 3 | from os import getcwd 4 | 5 | """ 6 | generate the dataset and labels of VOC for ZS-YOLO. 7 | """ 8 | 9 | 10 | sets = [('2012', 'train'), ('2012', 'val'), ('2007', 'train'), 11 | ('2007', 'val'), ('2007', 'test')] 12 | 13 | classes = ["aeroplane", "bicycle", "bird", "boat", "bottle", "bus", 14 | "car", "cat", "chair", "cow", "diningtable", "dog", 15 | "horse", "motorbike", "person", "pottedplant", "sheep", 16 | "sofa", "train", "tvmonitor"] 17 | 18 | 19 | def convert(size, box): 20 | dw = 1./size[0] 21 | dh = 1./size[1] 22 | # (x, y) center of the bounding box 23 | x = (box[0] + box[1]) / 2.0 24 | y = (box[2] + box[3]) / 2.0 25 | # (w, h) width and height 26 | w = box[1] - box[0] 27 | h = box[3] - box[2] 28 | # relative value 29 | x = x * dw 30 | w = w * dw 31 | y = y * dh 32 | h = h * dh 33 | return x, y, w, h 34 | 35 | 36 | def convert_annotation(year, image_id): 37 | with open('VOCdevkit/VOC{:s}/Annotations/{:s}.xml'.format(year, image_id)) as in_file: 38 | tree = ET.parse(in_file) 39 | root = tree.getroot() 40 | size = root.find('size') 41 | w = int(size.find('width').text) 42 | h = int(size.find('height').text) 43 | 44 | with open('VOCdevkit/VOC{:s}/labels/{:s}.txt'.format(year, image_id), 'w') as out_file: 45 | for obj in root.iter('object'): 46 | difficult = obj.find('difficult').text 47 | cls = obj.find('name').text 48 | if cls not in classes or int(difficult) == 1: 49 | continue 50 | cls_id = classes.index(cls) 51 | xmlbox = obj.find('bndbox') 52 | b = (float(xmlbox.find('xmin').text), float(xmlbox.find('xmax').text), 53 | float(xmlbox.find('ymin').text), float(xmlbox.find('ymax').text)) 54 | bb = convert((w, h), b) 55 | out_file.write(str(cls_id) + ' ' + ' '.join([str(a) for a in bb]) + '\n') 56 | 57 | 58 | wd = getcwd() 59 | 60 | if __name__ == '__main__': 61 | for year, image_set in sets: 62 | if not os.path.exists('VOCdevkit/VOC{:s}'.format(year)): 63 | continue 64 | if not os.path.exists('VOCdevkit/VOC{:s}/labels/'.format(year)): 65 | os.makedirs('VOCdevkit/VOC{:s}/labels/'.format(year)) 66 | image_ids = open('VOCdevkit/VOC{:s}/ImageSets/Main/{:s}.txt'.format(year, image_set)).read().strip().split() 67 | with open('{:s}_{:s}.txt'.format(year, image_set), 'w') as list_file: 68 | for image_id in image_ids: 69 | list_file.write('{:s}/VOCdevkit/VOC{:s}/JPEGImages/{:s}.jpg\n'.format(wd, year, image_id)) 70 | convert_annotation(year, image_id) 71 | -------------------------------------------------------------------------------- /zsd_split.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | """ 4 | Split the VOC/coco dataset into seen classes and unseen and 5 | extract the corresponding images. 6 | 7 | Please execute voc_label.py or get_coco_dataset.sh before executing this script. 8 | """ 9 | 10 | 11 | def load_class_names(names_file): 12 | class_names = [] 13 | with open(names_file) as fp: 14 | for line in fp: 15 | line = line.rstrip() 16 | class_names.append(line) 17 | return class_names 18 | 19 | 20 | def split_voc(data_dir, name_file, seen_name_file, save_dir_name): 21 | 22 | save_dir = os.path.join(data_dir, save_dir_name) 23 | if not os.path.exists(save_dir): 24 | os.makedirs(save_dir) 25 | 26 | # for voc set setting 27 | all_sets = [(2007, 'trainval'), (2012, 'trainval'), (2007, 'test')] 28 | 29 | all_class = load_class_names(name_file) 30 | seen_class = load_class_names(seen_name_file) 31 | unseen_class = list(set(all_class) - set(seen_class)) 32 | 33 | # split dataset 34 | all_train_list = [] 35 | all_test_list = [] 36 | seen_list = [] 37 | unseen_train_list = [] 38 | unseen_test_list = [] 39 | img_year = {} 40 | 41 | for year, image_set in all_sets: 42 | with open('{:s}/VOCdevkit/VOC{:d}/ImageSets/Main/{:s}.txt'.format( 43 | data_dir, year, image_set)) as list_file: 44 | if image_set == 'test': 45 | for each_line in list_file: 46 | all_test_list.append(each_line.strip()) 47 | img_year[each_line.strip()] = year 48 | else: 49 | for each_line in list_file: 50 | all_train_list.append(each_line.strip()) 51 | img_year[each_line.strip()] = year 52 | for cls in unseen_class: 53 | with open('{:s}/VOCdevkit/VOC{:d}/ImageSets/Main/{:s}_{:s}.txt'.format( 54 | data_dir, year, cls, image_set)) as unseen_list_file: 55 | for each_line in unseen_list_file: 56 | image_cls = each_line.strip().split() 57 | if image_cls[1] == '1': 58 | if image_set == 'test': 59 | unseen_test_list.append(image_cls[0]) 60 | else: 61 | unseen_train_list.append(image_cls[0]) 62 | for cls in seen_class: 63 | with open('{:s}/VOCdevkit/VOC{:d}/ImageSets/Main/{:s}_{:s}.txt'.format( 64 | data_dir, year, cls, image_set)) as seen_list_file: 65 | for each_line in seen_list_file: 66 | image_cls = each_line.strip().split() 67 | if image_cls[1] == '1': 68 | seen_list.append(image_cls[0]) 69 | test_seen_img_list = list(set(all_test_list) - set(unseen_test_list)) 70 | seen_img_list = list(set(all_train_list) - set(unseen_train_list)) 71 | all_img_set = set(all_train_list).union(set(all_test_list)) 72 | unseen_img_list = list(all_img_set - set(seen_list)) 73 | mix_img_list = list(all_img_set - set(test_seen_img_list) - set(seen_img_list) - 74 | set(unseen_img_list)) 75 | seen_img_list.sort() 76 | test_seen_img_list.sort() 77 | unseen_img_list.sort() 78 | mix_img_list.sort() 79 | 80 | with open(os.path.join(save_dir, 'seen.txt'), 'w') as f: 81 | for image_id in seen_img_list: 82 | f.write('{:s}/VOCdevkit/VOC{:d}/JPEGImages/{:s}.jpg\n'.format( 83 | data_dir, img_year[image_id], image_id)) 84 | with open(os.path.join(save_dir, 'test_seen.txt'), 'w') as f: 85 | for image_id in test_seen_img_list: 86 | f.write('{:s}/VOCdevkit/VOC{:d}/JPEGImages/{:s}.jpg\n'.format( 87 | data_dir, img_year[image_id], image_id)) 88 | with open(os.path.join(save_dir, 'unseen.txt'), 'w') as f: 89 | for image_id in unseen_img_list: 90 | f.write('{:s}/VOCdevkit/VOC{:d}/JPEGImages/{:s}.jpg\n'.format( 91 | data_dir, img_year[image_id], image_id)) 92 | with open(os.path.join(save_dir, 'mix.txt'), 'w') as f: 93 | for image_id in mix_img_list: 94 | f.write('{:s}/VOCdevkit/VOC{:d}/JPEGImages/{:s}.jpg\n'.format( 95 | data_dir, img_year[image_id], image_id)) 96 | print('Dataset split done!') 97 | 98 | 99 | def read_label_cls(label_file): 100 | classes = [] 101 | with open(label_file) as f: 102 | for each_line in f: 103 | classes.append(int(each_line.strip().split(' ')[0])) 104 | return classes 105 | 106 | 107 | def split_coco(data_dir, name_file, seen_name_file, save_dir_name): 108 | 109 | save_dir = os.path.join(data_dir, save_dir_name) 110 | if not os.path.exists(save_dir): 111 | os.makedirs(save_dir) 112 | 113 | # for coco set setting 114 | file_lists = ['trainvalno5k.txt', '5k.txt'] # modify here if change file list 115 | 116 | # read class names 117 | all_class = load_class_names(name_file) 118 | seen_class = load_class_names(seen_name_file) 119 | 120 | # get seen and unseen class indices 121 | seen_idx = [] 122 | unseen_idx = [] 123 | for i in range(len(all_class)): 124 | if all_class[i] in seen_class: 125 | seen_idx.append(i) 126 | else: 127 | unseen_idx.append(i) 128 | seen_idx = set(seen_idx) 129 | unseen_idx = set(unseen_idx) 130 | 131 | # split dataset 132 | seen_img_list = [] 133 | test_seen_img_list = [] 134 | unseen_img_list = [] 135 | mix_img_list = [] 136 | for fi in file_lists: 137 | file = os.path.join(data_dir, fi) 138 | with open(file) as f: 139 | for each_img in f: 140 | each_label = each_img.strip().replace('images', 'labels').replace('.jpg', '.txt') 141 | try: 142 | each_classes = set(read_label_cls(each_label)) 143 | if unseen_idx.intersection(each_classes) == set(): 144 | if fi == 'trainvalno5k.txt': 145 | seen_img_list.append(each_img) 146 | else: 147 | test_seen_img_list.append(each_img) 148 | elif seen_idx.intersection(each_classes) == set(): 149 | unseen_img_list.append(each_img) 150 | else: 151 | mix_img_list.append(each_img) 152 | except FileNotFoundError: 153 | print('This label does not exists, skip it...') 154 | 155 | with open(os.path.join(data_dir, save_dir_name, 'seen.txt'), 'w') as f: 156 | for eachline in seen_img_list: 157 | f.write(eachline) 158 | with open(os.path.join(data_dir, save_dir_name, 'test_seen.txt'), 'w') as f: 159 | for eachline in test_seen_img_list: 160 | f.write(eachline) 161 | with open(os.path.join(data_dir, save_dir_name, 'unseen.txt'), 'w') as f: 162 | for eachline in unseen_img_list: 163 | f.write(eachline) 164 | with open(os.path.join(data_dir, save_dir_name, 'mix.txt'), 'w') as f: 165 | for eachline in mix_img_list: 166 | f.write(eachline) 167 | print('Dataset split done!') 168 | 169 | 170 | if __name__ == '__main__': 171 | import argparse 172 | parser = argparse.ArgumentParser() 173 | parser.add_argument('--dataset', required=True, help='dataset type: coco/voc') 174 | parser.add_argument('--data_dir', required=True, help='directory saving the dataset') 175 | parser.add_argument('--name_file', required=True, 176 | help='file saving all classes names in the dataset') 177 | parser.add_argument('--seen_name_file', required=True, 178 | help='file saving all seen classes for ZSD') 179 | parser.add_argument('--save_dir', required=True, 180 | help='sub folder to save splitted dataset lists') 181 | a = parser.parse_args() 182 | 183 | if a.dataset == 'coco': 184 | split_coco(a.data_dir, a.name_file, a.seen_name_file, a.save_dir) 185 | elif a.dataset == 'voc': 186 | split_voc(a.data_dir, a.name_file, a.seen_name_file, a.save_dir) 187 | else: 188 | print('Wrong data set! Please choose coco/voc...Exiting...') 189 | exit(0) 190 | --------------------------------------------------------------------------------