├── .gitignore ├── LICENSE ├── README.md ├── _assets ├── _docs │ └── tutorial.md ├── _imgs │ ├── coco.png │ ├── msboard.png │ ├── preview.png │ └── vis.png └── _logs │ ├── cascade_rcnn_coco.txt │ ├── cascade_rcnn_voc.txt │ ├── faster_rcnn_coco.txt │ ├── faster_rcnn_voc.txt │ └── yolo2_voc.txt ├── app ├── __init__.py ├── api.py ├── config.py ├── html │ └── user │ │ ├── static │ │ ├── css │ │ │ ├── bootstrap-theme.css │ │ │ ├── bootstrap-theme.css.map │ │ │ ├── bootstrap-theme.min.css │ │ │ ├── bootstrap-theme.min.css.map │ │ │ ├── bootstrap.css │ │ │ ├── bootstrap.css.map │ │ │ ├── bootstrap.min.css │ │ │ ├── bootstrap.min.css.map │ │ │ ├── bootstrap.min.css0 │ │ │ ├── glyphicons.less │ │ │ ├── navbar.less │ │ │ ├── navs.less │ │ │ └── user.css │ │ ├── fonts │ │ │ ├── glyphicons-halflings-regular.eot │ │ │ ├── glyphicons-halflings-regular.svg │ │ │ ├── glyphicons-halflings-regular.ttf │ │ │ ├── glyphicons-halflings-regular.woff │ │ │ └── glyphicons-halflings-regular.woff2 │ │ └── js │ │ │ ├── bootstrap.js │ │ │ ├── bootstrap.min.js │ │ │ ├── jquery.min.js │ │ │ └── npm.js │ │ └── templates │ │ ├── base.html │ │ ├── index.html │ │ ├── login.html │ │ └── query.html ├── utils │ ├── __init__.py │ └── misc_utils.py └── views.py ├── configs ├── cascade_rcnn │ ├── cascade_rcnn_coco_dist.yml │ ├── cascade_rcnn_voc.yml │ └── cascade_rcnn_voc_dist.yml ├── data_roots │ ├── __init__.py │ ├── cityscapes.py │ ├── coco.py │ ├── voc.py │ └── widerface.py ├── faster_rcnn │ ├── faster_rcnn_coco.yml │ ├── faster_rcnn_coco_dist.yml │ ├── faster_rcnn_voc.yml │ └── faster_rcnn_voc_dist.yml ├── networks │ ├── yolo2-voc.cfg │ ├── yolo3-coco.cfg │ ├── yolo3-voc.cfg │ └── yolov5x.yaml ├── ssd │ ├── ssd300_voc.yml │ └── ssd512_voc.yml ├── yolo2 │ ├── yolo2_voc.yml │ └── yolo2_voc_dist.yml └── yolo3 │ ├── yolo3_coco_dist.yml │ └── yolo3_voc.yml ├── dataloader ├── coco.py ├── data_helper.py ├── dataloaders.py ├── list_dataset.py └── voc.py ├── datasets └── voc_sample │ ├── Annotations │ ├── 000001.xml │ └── 000002.xml │ ├── ImageSets │ └── Main │ │ ├── test.txt │ │ └── train.txt │ └── JPEGImages │ ├── 000001.jpg │ └── 000002.jpg ├── debug ├── preview.py └── print_network.py ├── dist_train.sh ├── eval.py ├── inference.py ├── install.sh ├── network ├── Cascade_RCNN │ ├── Model.py │ ├── backbones.py │ └── frcnn │ │ ├── __init__.py │ │ ├── _utils.py │ │ ├── backbone_utils.py │ │ ├── cascade_rcnn.py │ │ ├── generalized_rcnn.py │ │ ├── image_list.py │ │ ├── roi_heads.py │ │ ├── rpn.py │ │ └── transform.py ├── Cascade_RCNN_v2 │ ├── Model.py │ └── cascade_rcnn │ │ ├── __init__.py │ │ └── cascade_rcnn.py ├── Effdet │ ├── Model.py │ └── effdet │ │ ├── __init__.py │ │ ├── anchors.py │ │ ├── bench.py │ │ ├── config │ │ └── config.py │ │ ├── efficientdet.py │ │ ├── helpers.py │ │ ├── loss.py │ │ └── object_detection │ │ ├── README.md │ │ ├── __init__.py │ │ ├── argmax_matcher.py │ │ ├── box_coder.py │ │ ├── box_list.py │ │ ├── faster_rcnn_box_coder.py │ │ ├── matcher.py │ │ ├── region_similarity_calculator.py │ │ └── target_assigner.py ├── Faster_RCNN │ ├── Model.py │ ├── backbones.py │ └── frcnn │ │ ├── __init__.py │ │ ├── _utils.py │ │ ├── backbone_utils.py │ │ ├── faster_rcnn.py │ │ ├── generalized_rcnn.py │ │ ├── image_list.py │ │ ├── roi_heads.py │ │ ├── rpn.py │ │ └── transform.py ├── Faster_RCNN_v2 │ ├── Model.py │ ├── backbones.py │ ├── faster_rcnn │ │ ├── __init__.py │ │ ├── anchors.py │ │ ├── anchors_v2.py │ │ ├── assigner.py │ │ ├── box_coder.py │ │ ├── faster_rcnn.py │ │ ├── roi_head.py │ │ ├── rpn.py │ │ ├── sampler.py │ │ └── transforms.py │ └── frcnn │ │ ├── __init__.py │ │ ├── _utils.py │ │ ├── backbone_utils.py │ │ ├── faster_rcnn.py │ │ ├── generalized_rcnn.py │ │ ├── image_list.py │ │ ├── roi_heads.py │ │ ├── rpn.py │ │ └── transform.py ├── RetinaNet │ ├── Model.py │ ├── anchors.py │ ├── losses.py │ ├── retinanet.py │ └── utils.py ├── RetinaNet_v2 │ ├── Model.py │ └── retinanet │ │ ├── __init__.py │ │ ├── focal_loss.py │ │ ├── fpn.py │ │ └── retinanet.py ├── SSD │ ├── Model.py │ ├── anchors │ │ ├── __init__.py │ │ └── prior_box.py │ ├── backbone │ │ └── vgg.py │ ├── box_head │ │ ├── __init__.py │ │ ├── box_head.py │ │ ├── box_predictor.py │ │ ├── inference.py │ │ └── loss.py │ ├── layers │ │ └── layer.py │ ├── ssd.py │ ├── transform │ │ └── target_transform.py │ └── utils │ │ ├── box_utils.py │ │ ├── container.py │ │ └── nms.py ├── YoloV2V3 │ ├── Model.py │ └── yolo │ │ ├── cfg.py │ │ ├── darknet.py │ │ ├── focal_loss.py │ │ ├── image.py │ │ ├── region_layer.py │ │ ├── utils.py │ │ └── yolo_layer.py ├── YoloV4 │ ├── Model.py │ ├── Yolov4.py │ ├── config.py │ ├── loss.py │ ├── tools.py │ └── tools │ │ ├── __init__.py │ │ ├── torch_utils.py │ │ └── yolo_layer.py ├── YoloV5 │ ├── Model.py │ ├── activations.py │ ├── common.py │ ├── datasets.py │ ├── experimental.py │ ├── export.py │ ├── google_utils.py │ ├── hub │ │ ├── yolov3-spp.yaml │ │ ├── yolov5-fpn.yaml │ │ └── yolov5-panet.yaml │ ├── torch_utils.py │ ├── utils.py │ └── yolo.py ├── __base__ │ ├── backbones │ │ ├── __init__.py │ │ ├── resnet.py │ │ └── vgg.py │ └── necks │ │ ├── __init__.py │ │ └── fpn.py ├── __init__.py └── base_model.py ├── optimizer ├── LookAhead.py ├── RAdam.py ├── Ranger.py └── __init__.py ├── options ├── __init__.py ├── helper.py └── options.py ├── pipelines ├── __init__.py ├── faster_rcnn.py ├── no_transform.py ├── resize.py ├── ssd.py ├── transforms.py └── yolo2.py ├── preview.py ├── scheduler └── __init__.py ├── serve.py ├── tests └── test_anchor.py ├── train.py ├── utils ├── __init__.py ├── bbox_utils.py ├── clear.py ├── ensemble_boxes │ ├── __init__.py │ ├── ensemble_boxes_nms.py │ ├── ensemble_boxes_nmw.py │ └── ensemble_boxes_wbf.py ├── eval_metrics │ ├── __init__.py │ └── eval_map.py ├── publish_checkpoint.py ├── real_time.py ├── utils.py └── vis.py └── work_config ├── cascade_rcnn_coco_dist.yml ├── cascade_rcnn_voc_dist.yml ├── faster_rcnn_coco_dist.yml ├── faster_rcnn_voc_dist.yml ├── faster_rcnn_voc_warmup.yml ├── 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