├── LICENSE.txt ├── OD ├── Eval_OD_Res10.py ├── Eval_OD_Res34.py ├── OD_US_Dataset.py ├── Train_OD_Res10.py ├── Train_OD_Res34.py ├── coco_eval.py ├── coco_utils.py ├── engine.py ├── transforms.py ├── utils.py └── vision │ ├── LICENSE │ ├── MANIFEST.in │ ├── README.rst │ ├── docs │ ├── Makefile │ ├── make.bat │ ├── requirements.txt │ └── source │ │ ├── _static │ │ ├── css │ │ │ └── pytorch_theme.css │ │ └── img │ │ │ ├── pytorch-logo-dark.png │ │ │ ├── pytorch-logo-dark.svg │ │ │ ├── pytorch-logo-flame.png │ │ │ └── pytorch-logo-flame.svg │ │ ├── conf.py │ │ ├── datasets.rst │ │ ├── index.rst │ │ ├── models.rst │ │ ├── transforms.rst │ │ └── utils.rst │ ├── hubconf.py │ ├── references │ ├── classification │ │ ├── train.py │ │ └── utils.py │ ├── detection │ │ ├── coco_eval.py │ │ ├── coco_utils.py │ │ ├── engine.py │ │ ├── group_by_aspect_ratio.py │ │ ├── train.py │ │ ├── transforms.py │ │ └── utils.py │ └── segmentation │ │ ├── coco_utils.py │ │ ├── train.py │ │ ├── transforms.py │ │ └── utils.py │ ├── setup.cfg │ ├── setup.py │ ├── test │ ├── assets │ │ ├── dataset │ │ │ ├── a │ │ │ │ ├── a1.png │ │ │ │ ├── a2.png │ │ │ │ └── a3.png │ │ │ └── b │ │ │ │ ├── b1.png │ │ │ │ ├── b2.png │ │ │ │ ├── b3.png │ │ │ │ └── b4.png │ │ └── grace_hopper_517x606.jpg │ ├── preprocess-bench.py │ ├── sanity_checks.ipynb │ ├── smoke_test.py │ ├── test_datasets_utils.py │ ├── test_folder.py │ ├── test_models.py │ ├── test_ops.py │ ├── test_transforms.py │ └── test_utils.py │ ├── torchvision │ ├── __init__.py │ ├── csrc │ │ ├── ROIAlign.h │ │ ├── ROIPool.h │ │ ├── cpu │ │ │ ├── ROIAlign_cpu.cpp │ │ │ ├── ROIPool_cpu.cpp │ │ │ ├── nms_cpu.cpp │ │ │ └── vision.h │ │ ├── cuda │ │ │ ├── ROIAlign_cuda.cu │ │ │ ├── ROIPool_cuda.cu │ │ │ ├── cuda_helpers.h │ │ │ ├── nms_cuda.cu │ │ │ └── vision.h │ │ ├── nms.h │ │ └── vision.cpp │ ├── datasets │ │ ├── __init__.py │ │ ├── caltech.py │ │ ├── celeba.py │ │ ├── cifar.py │ │ ├── cityscapes.py │ │ ├── coco.py │ │ ├── fakedata.py │ │ ├── flickr.py │ │ ├── folder.py │ │ ├── imagenet.py │ │ ├── lsun.py │ │ ├── mnist.py │ │ ├── omniglot.py │ │ ├── phototour.py │ │ ├── sbd.py │ │ ├── sbu.py │ │ ├── semeion.py │ │ ├── stl10.py │ │ ├── svhn.py │ │ ├── utils.py │ │ ├── vision.py │ │ └── voc.py │ ├── models │ │ ├── __init__.py │ │ ├── _utils.py │ │ ├── alexnet.py │ │ ├── densenet.py │ │ ├── detection │ │ │ ├── __init__.py │ │ │ ├── _utils.py │ │ │ ├── backbone_utils.py │ │ │ ├── faster_rcnn.py │ │ │ ├── generalized_rcnn.py │ │ │ ├── image_list.py │ │ │ ├── keypoint_rcnn.py │ │ │ ├── mask_rcnn.py │ │ │ ├── roi_heads.py │ │ │ ├── rpn.py │ │ │ └── transform.py │ │ ├── googlenet.py │ │ ├── inception.py │ │ ├── mobilenet.py │ │ ├── resnet.py │ │ ├── segmentation │ │ │ ├── __init__.py │ │ │ ├── _utils.py │ │ │ ├── deeplabv3.py │ │ │ ├── fcn.py │ │ │ └── segmentation.py │ │ ├── shufflenetv2.py │ │ ├── squeezenet.py │ │ ├── utils.py │ │ └── vgg.py │ ├── ops │ │ ├── __init__.py │ │ ├── _utils.py │ │ ├── boxes.py │ │ ├── feature_pyramid_network.py │ │ ├── misc.py │ │ ├── poolers.py │ │ ├── roi_align.py │ │ └── roi_pool.py │ ├── transforms │ │ ├── __init__.py │ │ ├── functional.py │ │ └── transforms.py │ └── utils.py │ └── tox.ini ├── Orientation ├── Evaluate_Orientation_Res34.py ├── Evaluate_Orientation_Res8.py ├── Train_Orientation_Res34.py ├── Train_Orientation_Res8.py ├── USDataset_transform.py └── __pycache__ │ └── USDataset_transform.cpython-38.pyc ├── Plane ├── Eval_Planes_Res34.py ├── Eval_Planes_Res34_aroundabd.py ├── Eval_Planes_Res8.py ├── Plane_Dataset.py ├── Plane_Dataset_justeval.py ├── Train_Planes_Res34.py ├── Train_Planes_Res8.py └── __pycache__ │ ├── Plane_Dataset.cpython-38.pyc │ └── Plane_Dataset_justeval.cpython-38.pyc ├── README.md ├── annotation ├── stream_hdvb_aroundabd_h │ └── annotations.xml ├── stream_hdvb_aroundabd_v │ └── annotations.xml ├── stream_hdvb_aroundarms_h │ └── annotations.xml ├── stream_hdvb_aroundarms_v │ └── annotations.xml ├── stream_hdvb_aroundhead_h │ └── annotations.xml ├── stream_hdvb_aroundhead_v │ └── annotations.xml ├── stream_hdvb_aroundlegs_h │ └── annotations.xml ├── stream_hdvb_aroundlegs_v │ └── annotations.xml ├── stream_hdvb_longrec_h │ └── annotations.xml ├── stream_hdvb_longrec_v │ └── annotations.xml ├── stream_hdvf_aroundabd_h │ └── annotations.xml ├── stream_hdvf_aroundabd_v │ └── annotations.xml ├── stream_hdvf_aroundarms_h │ └── annotations.xml ├── stream_hdvf_aroundarms_v │ └── annotations.xml ├── stream_hdvf_aroundhead_h │ └── annotations.xml ├── stream_hdvf_aroundhead_v │ └── annotations.xml ├── stream_hdvf_aroundlegs_h │ └── annotations.xml ├── stream_hdvf_aroundlegs_v │ └── annotations.xml ├── stream_hdvf_longrec_h │ └── annotations.xml ├── stream_hdvf_longrec_v │ └── annotations.xml ├── stream_huvb_aroundarms_h │ └── annotations.xml ├── stream_huvb_aroundarms_v │ └── annotations.xml ├── stream_huvb_aroundhead_h │ └── annotations.xml ├── stream_huvb_aroundhead_v │ └── annotations.xml ├── stream_huvb_aroundlegs_h │ └── annotations.xml ├── stream_huvb_aroundlegs_v │ └── annotations.xml ├── stream_huvb_aroundsbd_h │ └── annotations.xml ├── stream_huvb_longrec_h │ └── annotations.xml ├── stream_huvb_longrec_v │ └── annotations.xml ├── stream_huvf_aroundabd_h │ └── annotations.xml ├── stream_huvf_aroundabd_v │ └── annotations.xml ├── stream_huvf_aroundarms_h │ └── annotations.xml ├── stream_huvf_aroundarms_v │ └── annotations.xml ├── stream_huvf_aroundhead_h │ └── annotations.xml ├── stream_huvf_aroundhead_v │ └── annotations.xml ├── stream_huvf_aroundlegs_h │ └── annotations.xml ├── stream_huvf_aroundlegs_v │ └── annotations.xml ├── stream_huvf_longrec_h │ └── annotations.xml └── stream_huvf_longrec_v │ └── annotations.xml ├── img └── FPUS23.JPG └── saved_models ├── Orientation_RES8 └── epoch=8-step=21239.ckpt └── Plane_8 ├── PLANE_8.pth └── epoch=15-step=8431.ckpt /LICENSE.txt: -------------------------------------------------------------------------------- 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