Path	Lines of Code
MANIFEST.in	4
cmake/TorchVisionConfig.cmake.in	15
cmake/iOS.cmake	175
gallery/plot_repurposing_annotations.py	73
gallery/plot_scripted_tensor_transforms.py	61
gallery/plot_transforms.py	100
gallery/plot_video_api.py	165
gallery/plot_visualization_utils.py	159
hubconf.py	64
ios/VisionTestApp/VisionTestApp/AppDelegate.h	4
ios/VisionTestApp/VisionTestApp/AppDelegate.m	18
ios/VisionTestApp/VisionTestApp/ModelRunner.h	7
ios/VisionTestApp/VisionTestApp/ModelRunner.mm	62
ios/VisionTestApp/VisionTestApp/ViewController.h	3
ios/VisionTestApp/VisionTestApp/ViewController.mm	35
ios/VisionTestApp/VisionTestApp/main.m	9
ios/VisionTestApp/make_assets.py	11
packaging/pkg_helpers.bash	305
packaging/torchvision/conda_build_config.yaml	21
packaging/torchvision/meta.yaml	61
packaging/vs2017/conda_build_config.yaml	19
packaging/vs2017/meta.yaml	20
packaging/vs2019/conda_build_config.yaml	19
packaging/vs2019/meta.yaml	20
packaging/wheel/relocate.py	279
packaging/windows/internal/vs2017_install.ps1	23
packaging/windows/internal/vs2019_install.ps1	19
pyproject.toml	9
references/classification/presets.py	57
references/classification/sampler.py	40
references/classification/train.py	438
references/classification/train_quantization.py	227
references/classification/transforms.py	97
references/classification/utils.py	276
references/detection/coco_eval.py	151
references/detection/coco_utils.py	191
references/detection/engine.py	87
references/detection/group_by_aspect_ratio.py	139
references/detection/presets.py	41
references/detection/train.py	219
references/detection/transforms.py	222
references/detection/utils.py	210
references/optical_flow/presets.py	51
references/optical_flow/train.py	266
references/optical_flow/transforms.py	164
references/optical_flow/utils.py	203
references/segmentation/coco_utils.py	79
references/segmentation/presets.py	32
references/segmentation/train.py	248
references/segmentation/transforms.py	74
references/segmentation/utils.py	233
references/similarity/loss.py	60
references/similarity/model.py	12
references/similarity/sampler.py	40
references/similarity/test.py	25
references/similarity/train.py	112
references/video_classification/presets.py	37
references/video_classification/train.py	321
references/video_classification/transforms.py	8
references/video_classification/utils.py	198
scripts/collect_model_urls.py	15
scripts/release_notes/classify_prs.py	51
scripts/release_notes/retrieve_prs_data.py	140
setup.cfg	18
setup.py	430
torchvision/__init__.py	45
torchvision/_internally_replaced_utils.py	38
torchvision/csrc/io/decoder/audio_sampler.cpp	193
torchvision/csrc/io/decoder/audio_sampler.h	24
torchvision/csrc/io/decoder/audio_stream.cpp	86
torchvision/csrc/io/decoder/audio_stream.h	19
torchvision/csrc/io/decoder/cc_stream.cpp	19
torchvision/csrc/io/decoder/cc_stream.h	14
torchvision/csrc/io/decoder/decoder.cpp	557
torchvision/csrc/io/decoder/decoder.h	63
torchvision/csrc/io/decoder/defs.h	200
torchvision/csrc/io/decoder/gpu/decoder.cpp	330
torchvision/csrc/io/decoder/gpu/decoder.h	92
torchvision/csrc/io/decoder/gpu/demuxer.h	228
torchvision/csrc/io/decoder/gpu/gpu_decoder.cpp	37
torchvision/csrc/io/decoder/gpu/gpu_decoder.h	16
torchvision/csrc/io/decoder/memory_buffer.cpp	57
torchvision/csrc/io/decoder/memory_buffer.h	15
torchvision/csrc/io/decoder/seekable_buffer.cpp	117
torchvision/csrc/io/decoder/seekable_buffer.h	31
torchvision/csrc/io/decoder/stream.cpp	233
torchvision/csrc/io/decoder/stream.h	49
torchvision/csrc/io/decoder/subtitle_sampler.cpp	34
torchvision/csrc/io/decoder/subtitle_sampler.h	17
torchvision/csrc/io/decoder/subtitle_stream.cpp	67
torchvision/csrc/io/decoder/subtitle_stream.h	27
torchvision/csrc/io/decoder/sync_decoder.cpp	76
torchvision/csrc/io/decoder/sync_decoder.h	35
torchvision/csrc/io/decoder/time_keeper.cpp	25
torchvision/csrc/io/decoder/time_keeper.h	13
torchvision/csrc/io/decoder/util.cpp	342
torchvision/csrc/io/decoder/util.h	21
torchvision/csrc/io/decoder/video_sampler.cpp	217
torchvision/csrc/io/decoder/video_sampler.h	27
torchvision/csrc/io/decoder/video_stream.cpp	108
torchvision/csrc/io/decoder/video_stream.h	21
torchvision/csrc/io/image/cpu/common_jpeg.cpp	14
torchvision/csrc/io/image/cpu/common_jpeg.h	20
torchvision/csrc/io/image/cpu/common_png.h	5
torchvision/csrc/io/image/cpu/decode_image.cpp	26
torchvision/csrc/io/image/cpu/decode_image.h	10
torchvision/csrc/io/image/cpu/decode_jpeg.cpp	113
torchvision/csrc/io/image/cpu/decode_jpeg.h	10
torchvision/csrc/io/image/cpu/decode_png.cpp	195
torchvision/csrc/io/image/cpu/decode_png.h	11
torchvision/csrc/io/image/cpu/encode_jpeg.cpp	70
torchvision/csrc/io/image/cpu/encode_jpeg.h	9
torchvision/csrc/io/image/cpu/encode_png.cpp	111
torchvision/csrc/io/image/cpu/encode_png.h	9
torchvision/csrc/io/image/cpu/read_write_file.cpp	77
torchvision/csrc/io/image/cpu/read_write_file.h	8
torchvision/csrc/io/image/cuda/decode_jpeg_cuda.cpp	141
torchvision/csrc/io/image/cuda/decode_jpeg_cuda.h	11
torchvision/csrc/io/image/image.cpp	25
torchvision/csrc/io/image/image.h	8
torchvision/csrc/io/image/image_read_mode.h	12
torchvision/csrc/io/video/video.cpp	277
torchvision/csrc/io/video/video.h	42
torchvision/csrc/io/video_reader/video_reader.cpp	585
torchvision/csrc/io/video_reader/video_reader.h	48
torchvision/csrc/macros.h	20
torchvision/csrc/models/alexnet.cpp	41
torchvision/csrc/models/alexnet.h	13
torchvision/csrc/models/densenet.cpp	187
torchvision/csrc/models/densenet.h	60
torchvision/csrc/models/googlenet.cpp	162
torchvision/csrc/models/googlenet.h	61
torchvision/csrc/models/inception.cpp	285
torchvision/csrc/models/inception.h	87
torchvision/csrc/models/mnasnet.cpp	149
torchvision/csrc/models/mnasnet.h	33
torchvision/csrc/models/mobilenet.cpp	132
torchvision/csrc/models/mobilenet.h	18
torchvision/csrc/models/models.h	11
torchvision/csrc/models/modelsimpl.h	34
torchvision/csrc/models/resnet.cpp	119
torchvision/csrc/models/resnet.h	208
torchvision/csrc/models/shufflenetv2.cpp	139
torchvision/csrc/models/shufflenetv2.h	34
torchvision/csrc/models/squeezenet.cpp	97
torchvision/csrc/models/squeezenet.h	22
torchvision/csrc/models/vgg.cpp	92
torchvision/csrc/models/vgg.h	65
torchvision/csrc/ops/autocast/deform_conv2d_kernel.cpp	48
torchvision/csrc/ops/autocast/nms_kernel.cpp	23
torchvision/csrc/ops/autocast/ps_roi_align_kernel.cpp	34
torchvision/csrc/ops/autocast/ps_roi_pool_kernel.cpp	32
torchvision/csrc/ops/autocast/roi_align_kernel.cpp	34
torchvision/csrc/ops/autocast/roi_pool_kernel.cpp	32
torchvision/csrc/ops/autograd/deform_conv2d_kernel.cpp	245
torchvision/csrc/ops/autograd/ps_roi_align_kernel.cpp	148
torchvision/csrc/ops/autograd/ps_roi_pool_kernel.cpp	133
torchvision/csrc/ops/autograd/roi_align_kernel.cpp	153
torchvision/csrc/ops/autograd/roi_pool_kernel.cpp	133
torchvision/csrc/ops/cpu/deform_conv2d_kernel.cpp	979
torchvision/csrc/ops/cpu/interpolate_aa_kernels.cpp	693
torchvision/csrc/ops/cpu/nms_kernel.cpp	98
torchvision/csrc/ops/cpu/ps_roi_align_kernel.cpp	350
torchvision/csrc/ops/cpu/ps_roi_pool_kernel.cpp	232
torchvision/csrc/ops/cpu/roi_align_common.h	101
torchvision/csrc/ops/cpu/roi_align_kernel.cpp	318
torchvision/csrc/ops/cpu/roi_pool_kernel.cpp	209
torchvision/csrc/ops/cuda/cuda_helpers.h	13
torchvision/csrc/ops/cuda/deform_conv2d_kernel.cu	1196
torchvision/csrc/ops/cuda/interpolate_aa_kernels.cu	554
torchvision/csrc/ops/cuda/nms_kernel.cu	145
torchvision/csrc/ops/cuda/ps_roi_align_kernel.cu	386
torchvision/csrc/ops/cuda/ps_roi_pool_kernel.cu	247
torchvision/csrc/ops/cuda/roi_align_kernel.cu	393
torchvision/csrc/ops/cuda/roi_pool_kernel.cu	235
torchvision/csrc/ops/deform_conv2d.cpp	89
torchvision/csrc/ops/deform_conv2d.h	41
torchvision/csrc/ops/interpolate_aa.cpp	66
torchvision/csrc/ops/interpolate_aa.h	27
torchvision/csrc/ops/nms.cpp	22
torchvision/csrc/ops/nms.h	11
torchvision/csrc/ops/ops.h	7
torchvision/csrc/ops/ps_roi_align.cpp	59
torchvision/csrc/ops/ps_roi_align.h	28
torchvision/csrc/ops/ps_roi_pool.cpp	55
torchvision/csrc/ops/ps_roi_pool.h	26
torchvision/csrc/ops/quantized/cpu/qnms_kernel.cpp	102
torchvision/csrc/ops/quantized/cpu/qroi_align_kernel.cpp	205
torchvision/csrc/ops/roi_align.cpp	67
torchvision/csrc/ops/roi_align.h	29
torchvision/csrc/ops/roi_pool.cpp	54
torchvision/csrc/ops/roi_pool.h	26
torchvision/csrc/vision.cpp	32
torchvision/csrc/vision.h	12
torchvision/datasets/__init__.py	106
torchvision/datasets/_optical_flow.py	218
torchvision/datasets/caltech.py	145
torchvision/datasets/celeba.py	121
torchvision/datasets/cifar.py	109
torchvision/datasets/cityscapes.py	141
torchvision/datasets/clevr.py	54
torchvision/datasets/coco.py	34
torchvision/datasets/country211.py	31
torchvision/datasets/dtd.py	62
torchvision/datasets/eurosat.py	34
torchvision/datasets/fakedata.py	35
torchvision/datasets/fer2013.py	50
torchvision/datasets/fgvc_aircraft.py	64
torchvision/datasets/flickr.py	90
torchvision/datasets/flowers102.py	70
torchvision/datasets/folder.py	133
torchvision/datasets/food101.py	55
torchvision/datasets/gtsrb.py	70
torchvision/datasets/hmdb51.py	92
torchvision/datasets/imagenet.py	133
torchvision/datasets/inaturalist.py	146
torchvision/datasets/kinetics.py	172
torchvision/datasets/kitti.py	89
torchvision/datasets/lfw.py	163
torchvision/datasets/lsun.py	115
torchvision/datasets/mnist.py	337
torchvision/datasets/omniglot.py	62
torchvision/datasets/oxford_iiit_pet.py	86
torchvision/datasets/pcam.py	93
torchvision/datasets/phototour.py	149
torchvision/datasets/places365.py	113
torchvision/datasets/rendered_sst2.py	49
torchvision/datasets/samplers/__init__.py	2
torchvision/datasets/samplers/clip_sampler.py	101
torchvision/datasets/sbd.py	70
torchvision/datasets/sbu.py	65
torchvision/datasets/semeion.py	50
torchvision/datasets/stanford_cars.py	80
torchvision/datasets/stl10.py	118
torchvision/datasets/sun397.py	44
torchvision/datasets/svhn.py	67
torchvision/datasets/ucf101.py	72
torchvision/datasets/usps.py	52
torchvision/datasets/utils.py	285
torchvision/datasets/video_utils.py	260
torchvision/datasets/vision.py	66
torchvision/datasets/voc.py	153
torchvision/datasets/widerface.py	134
torchvision/extension.py	63
torchvision/io/__init__.py	117
torchvision/io/_load_gpu_decoder.py	6
torchvision/io/_video_opt.py	343
torchvision/io/image.py	75
torchvision/io/video.py	267
torchvision/models/__init__.py	19
torchvision/models/_utils.py	37
torchvision/models/alexnet.py	51
torchvision/models/densenet.py	203
torchvision/models/detection/__init__.py	7
torchvision/models/detection/_utils.py	215
torchvision/models/detection/anchor_utils.py	179
torchvision/models/detection/backbone_utils.py	125
torchvision/models/detection/faster_rcnn.py	234
torchvision/models/detection/fcos.py	401
torchvision/models/detection/generalized_rcnn.py	65
torchvision/models/detection/image_list.py	10
torchvision/models/detection/keypoint_rcnn.py	161
torchvision/models/detection/mask_rcnn.py	145
torchvision/models/detection/retinanet.py	334
torchvision/models/detection/roi_heads.py	581
torchvision/models/detection/rpn.py	219
torchvision/models/detection/ssd.py	401
torchvision/models/detection/ssdlite.py	194
torchvision/models/detection/transform.py	232
torchvision/models/efficientnet.py	268
torchvision/models/feature_extraction.py	241
torchvision/models/googlenet.py	225
torchvision/models/inception.py	321
torchvision/models/mnasnet.py	170
torchvision/models/mobilenet.py	3
torchvision/models/mobilenetv2.py	144
torchvision/models/mobilenetv3.py	244
torchvision/models/optical_flow/__init__.py	1
torchvision/models/optical_flow/_utils.py	25
torchvision/models/optical_flow/raft.py	402
torchvision/models/quantization/__init__.py	5
torchvision/models/quantization/googlenet.py	105
torchvision/models/quantization/inception.py	161
torchvision/models/quantization/mobilenet.py	3
torchvision/models/quantization/mobilenetv2.py	62
torchvision/models/quantization/mobilenetv3.py	123
torchvision/models/quantization/resnet.py	123
torchvision/models/quantization/shufflenetv2.py	94
torchvision/models/quantization/utils.py	30
torchvision/models/regnet.py	364
torchvision/models/resnet.py	271
torchvision/models/segmentation/__init__.py	3
torchvision/models/segmentation/_utils.py	33
torchvision/models/segmentation/deeplabv3.py	154
torchvision/models/segmentation/fcn.py	67
torchvision/models/segmentation/lraspp.py	76
torchvision/models/segmentation/segmentation.py	6
torchvision/models/shufflenetv2.py	139
torchvision/models/squeezenet.py	94
torchvision/models/vgg.py	116
torchvision/models/video/__init__.py	1
torchvision/models/video/resnet.py	248
torchvision/models/vision_transformer.py	288
torchvision/ops/__init__.py	54
torchvision/ops/_box_convert.py	28
torchvision/ops/_register_onnx_ops.py	54
torchvision/ops/_utils.py	45
torchvision/ops/boxes.py	152
torchvision/ops/deform_conv.py	120
torchvision/ops/feature_pyramid_network.py	104
torchvision/ops/focal_loss.py	24
torchvision/ops/generalized_box_iou_loss.py	32
torchvision/ops/misc.py	136
torchvision/ops/poolers.py	210
torchvision/ops/ps_roi_align.py	46
torchvision/ops/ps_roi_pool.py	36
torchvision/ops/roi_align.py	51
torchvision/ops/roi_pool.py	38
torchvision/ops/stochastic_depth.py	38
torchvision/prototype/__init__.py	5
torchvision/prototype/datasets/__init__.py	12
torchvision/prototype/datasets/_api.py	53
torchvision/prototype/datasets/_builtin/__init__.py	16
torchvision/prototype/datasets/_builtin/caltech.py	163
torchvision/prototype/datasets/_builtin/celeba.py	160
torchvision/prototype/datasets/_builtin/cifar.py	118
torchvision/prototype/datasets/_builtin/clevr.py	96
torchvision/prototype/datasets/_builtin/coco.py	222
torchvision/prototype/datasets/_builtin/cub200.py	204
torchvision/prototype/datasets/_builtin/dtd.py	120
torchvision/prototype/datasets/_builtin/fer2013.py	71
torchvision/prototype/datasets/_builtin/gtsrb.py	95
torchvision/prototype/datasets/_builtin/imagenet.py	162
torchvision/prototype/datasets/_builtin/mnist.py	334
torchvision/prototype/datasets/_builtin/oxford_iiit_pet.py	135
torchvision/prototype/datasets/_builtin/sbd.py	158
torchvision/prototype/datasets/_builtin/semeion.py	62
torchvision/prototype/datasets/_builtin/svhn.py	85
torchvision/prototype/datasets/_builtin/voc.py	141
torchvision/prototype/datasets/_folder.py	64
torchvision/prototype/datasets/_home.py	19
torchvision/prototype/datasets/benchmark.py	546
torchvision/prototype/datasets/decoder.py	10
torchvision/prototype/datasets/generate_category_files.py	48
torchvision/prototype/datasets/utils/__init__.py	4
torchvision/prototype/datasets/utils/_dataset.py	158
torchvision/prototype/datasets/utils/_internal.py	234
torchvision/prototype/datasets/utils/_query.py	32
torchvision/prototype/datasets/utils/_resource.py	154
torchvision/prototype/features/__init__.py	4
torchvision/prototype/features/_bounding_box.py	122
torchvision/prototype/features/_feature.py	67
torchvision/prototype/features/_image.py	41
torchvision/prototype/features/_label.py	10
torchvision/prototype/models/__init__.py	20
torchvision/prototype/models/_api.py	60
torchvision/prototype/models/_meta.py	1540
torchvision/prototype/models/_utils.py	65
torchvision/prototype/models/alexnet.py	37
torchvision/prototype/models/convnext.py	181
torchvision/prototype/models/densenet.py	121
torchvision/prototype/models/detection/__init__.py	7
torchvision/prototype/models/detection/faster_rcnn.py	193
torchvision/prototype/models/detection/fcos.py	66
torchvision/prototype/models/detection/keypoint_rcnn.py	92
torchvision/prototype/models/detection/mask_rcnn.py	67
torchvision/prototype/models/detection/retinanet.py	69
torchvision/prototype/models/detection/ssd.py	76
torchvision/prototype/models/detection/ssdlite.py	104
torchvision/prototype/models/efficientnet.py	250
torchvision/prototype/models/googlenet.py	51
torchvision/prototype/models/inception.py	45
torchvision/prototype/models/mnasnet.py	80
torchvision/prototype/models/mobilenet.py	5
torchvision/prototype/models/mobilenetv2.py	39
torchvision/prototype/models/mobilenetv3.py	88
torchvision/prototype/models/optical_flow/__init__.py	1
torchvision/prototype/models/optical_flow/raft.py	171
torchvision/prototype/models/quantization/__init__.py	5
torchvision/prototype/models/quantization/googlenet.py	82
torchvision/prototype/models/quantization/inception.py	78
torchvision/prototype/models/quantization/mobilenet.py	5
torchvision/prototype/models/quantization/mobilenetv2.py	69
torchvision/prototype/models/quantization/mobilenetv3.py	85
torchvision/prototype/models/quantization/resnet.py	178
torchvision/prototype/models/quantization/shufflenetv2.py	117
torchvision/prototype/models/regnet.py	489
torchvision/prototype/models/resnet.py	325
torchvision/prototype/models/segmentation/__init__.py	3
torchvision/prototype/models/segmentation/deeplabv3.py	144
torchvision/prototype/models/segmentation/fcn.py	95
torchvision/prototype/models/segmentation/lraspp.py	53
torchvision/prototype/models/shufflenetv2.py	93
torchvision/prototype/models/squeezenet.py	66
torchvision/prototype/models/vgg.py	186
torchvision/prototype/models/video/__init__.py	1
torchvision/prototype/models/video/resnet.py	126
torchvision/prototype/models/vision_transformer.py	163
torchvision/prototype/transforms/__init__.py	5
torchvision/prototype/transforms/_container.py	66
torchvision/prototype/transforms/_geometry.py	103
torchvision/prototype/transforms/_misc.py	27
torchvision/prototype/transforms/_presets.py	108
torchvision/prototype/transforms/_transform.py	149
torchvision/prototype/utils/__init__.py	1
torchvision/prototype/utils/_internal.py	122
torchvision/transforms/__init__.py	2
torchvision/transforms/_functional_video.py	44
torchvision/transforms/_transforms_video.py	87
torchvision/transforms/autoaugment.py	337
torchvision/transforms/functional.py	593
torchvision/transforms/functional_pil.py	295
torchvision/transforms/functional_tensor.py	649
torchvision/transforms/transforms.py	904
torchvision/utils.py	241