├── .idea ├── .gitignore ├── git_toolbox_prj.xml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── other.xml ├── pl_YOLO.iml └── vcs.xml ├── PL_DataModules ├── __pycache__ │ ├── neu_det.cpython-310.pyc │ └── neu_det.cpython-39.pyc ├── coco.py └── voc.py ├── PL_Modules ├── __pycache__ │ ├── yolov3.cpython-310.pyc │ ├── yolov3.cpython-39.pyc │ ├── yolov5.cpython-310.pyc │ ├── yolov5.cpython-39.pyc │ ├── yolox.cpython-310.pyc │ └── yolox.cpython-39.pyc ├── build_detection.py └── pl_detection.py ├── README.md ├── configs ├── data │ ├── al_coco.yaml │ ├── coco2017.yaml │ ├── gc10_coco.yaml │ ├── neu_coco.yaml │ └── pascal2012_coco.yaml └── model │ ├── e-yolox │ ├── e-yolox-l.yaml │ ├── e-yolox-m.yaml │ ├── e-yolox-s.yaml │ ├── e-yolox-tiny.yaml │ └── e-yolox-x.yaml │ ├── yolov7 │ ├── al_yolov7.yaml │ ├── al_yolov7_tiny.yaml │ ├── gc10_yolov7.yaml │ ├── neu_yolov7.yaml │ ├── neu_yolov7_tiny.yaml │ └── yolov7.yaml │ └── yolox │ ├── yolox_backbones │ ├── swin_transformer_base.yaml │ ├── swin_transformer_large.yaml │ ├── swin_transformer_small.yaml │ ├── swin_transformer_tiny.yaml │ └── vision_transformer_tiny.yaml │ ├── yolox_l.yaml │ ├── yolox_m.yaml │ ├── yolox_s.yaml │ ├── yolox_tiny.yaml │ └── yolox_x.yaml ├── models ├── __pycache__ │ ├── lr_scheduler.cpython-310.pyc │ └── lr_scheduler.cpython-39.pyc ├── backbones │ ├── __pycache__ │ │ ├── darknet_csp.cpython-310.pyc │ │ └── darknet_csp.cpython-39.pyc │ ├── convnext.py │ ├── darknet_csp.py │ ├── ecmnet.py │ ├── eelan.py │ ├── efficientrep.py │ ├── ghostnet.py │ ├── mobilenetv3.py │ ├── mobilenext.py │ ├── mobilenext_csp.py │ ├── resnet.py │ ├── restv2.py │ ├── shufflenetv2.py │ ├── swinv2.py │ ├── test.py │ ├── vgg.py │ ├── vision_transformer │ │ ├── mctformer.py │ │ ├── swin_transformer.py │ │ ├── swin_transformerv2.py │ │ └── vision_transformer.py │ └── vit.py ├── data │ ├── __pycache__ │ │ ├── mosaic_detection.cpython-310.pyc │ │ └── mosaic_detection.cpython-39.pyc │ ├── augmentation │ │ ├── __pycache__ │ │ │ ├── background.cpython-310.pyc │ │ │ ├── background.cpython-39.pyc │ │ │ ├── copypaste.cpython-310.pyc │ │ │ ├── copypaste.cpython-39.pyc │ │ │ ├── cutpaste.cpython-310.pyc │ │ │ ├── cutpaste.cpython-39.pyc │ │ │ ├── data_augments.cpython-310.pyc │ │ │ └── data_augments.cpython-39.pyc │ │ ├── background.py │ │ ├── copypaste.py │ │ ├── cutout_new.py │ │ ├── cutout_round.py │ │ ├── cutpaste.py │ │ └── data_augments.py │ ├── datasets │ │ ├── __pycache__ │ │ │ ├── cocoDataset.cpython-310.pyc │ │ │ └── cocoDataset.cpython-39.pyc │ │ ├── cocoDataset.py │ │ ├── pycocotools │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── coco.cpython-310.pyc │ │ │ │ ├── coco.cpython-39.pyc │ │ │ │ ├── cocoeval.cpython-310.pyc │ │ │ │ ├── cocoeval.cpython-39.pyc │ │ │ │ ├── mask.cpython-310.pyc │ │ │ │ └── mask.cpython-39.pyc │ │ │ ├── _mask.pyx │ │ │ ├── coco.py │ │ │ ├── cocoeval.py │ │ │ └── mask.py │ │ └── vocDataset.py │ ├── mosaic_detection.py │ └── samplers.py ├── detectors │ ├── OneStage.py │ └── __pycache__ │ │ ├── OneStage.cpython-310.pyc │ │ └── OneStage.cpython-39.pyc ├── evaluators │ ├── __pycache__ │ │ ├── coco.cpython-310.pyc │ │ └── coco.cpython-39.pyc │ ├── eval_coco.py │ ├── eval_voc.py │ └── postprocess.py ├── heads │ ├── __pycache__ │ │ ├── decoupled_head.cpython-310.pyc │ │ └── decoupled_head.cpython-39.pyc │ ├── decoupled_head.py │ ├── implicit_head.py │ ├── pp_yoloe │ │ └── __pycache__ │ │ │ ├── ppyoloe_decoupled_head.cpython-310.pyc │ │ │ ├── ppyoloe_decoupled_head.cpython-39.pyc │ │ │ ├── ppyoloe_yolox_loss.cpython-310.pyc │ │ │ └── ppyoloe_yolox_loss.cpython-39.pyc │ ├── simple_head.py │ ├── test.py │ ├── yolor │ │ └── __pycache__ │ │ │ ├── yolor_decoupled_head.cpython-310.pyc │ │ │ └── yolor_decoupled_head.cpython-39.pyc │ ├── yolov3 │ │ └── __pycache__ │ │ │ ├── yolov3_decoder.cpython-310.pyc │ │ │ ├── yolov3_decoder.cpython-39.pyc │ │ │ ├── yolov3_loss.cpython-310.pyc │ │ │ └── yolov3_loss.cpython-39.pyc │ ├── yolov5 │ │ └── __pycache__ │ │ │ ├── yolov5_decoder.cpython-310.pyc │ │ │ ├── yolov5_decoder.cpython-39.pyc │ │ │ ├── yolov5_loss.cpython-310.pyc │ │ │ └── yolov5_loss.cpython-39.pyc │ └── yolox │ │ └── __pycache__ │ │ ├── yolox_decoder.cpython-310.pyc │ │ ├── yolox_decoder.cpython-39.pyc │ │ ├── yolox_loss.cpython-310.pyc │ │ ├── yolox_loss.cpython-39.pyc │ │ ├── yolox_sa_head.cpython-310.pyc │ │ └── yolox_sa_head.cpython-39.pyc ├── layers │ ├── __pycache__ │ │ ├── activation.cpython-310.pyc │ │ ├── activation.cpython-39.pyc │ │ ├── network_blocks.cpython-310.pyc │ │ ├── network_blocks.cpython-39.pyc │ │ ├── normalization.cpython-310.pyc │ │ └── normalization.cpython-39.pyc │ ├── activation.py │ ├── attention.py │ ├── attention │ │ ├── A2Atttention.py │ │ ├── ACmixAttention.py │ │ ├── AFT.py │ │ ├── Axial_attention.py │ │ ├── BAM.py │ │ ├── CBAM.py │ │ ├── CoAtNet.py │ │ ├── CoTAttention.py │ │ ├── CoordAttention.py │ │ ├── CrissCrossAttention.py │ │ ├── Crossformer.py │ │ ├── DANet.py │ │ ├── DAT.py │ │ ├── ECAAttention.py │ │ ├── EMSA.py │ │ ├── ExternalAttention.py │ │ ├── HaloAttention.py │ │ ├── MOATransformer.py │ │ ├── MUSEAttention.py │ │ ├── MobileViTAttention.py │ │ ├── MobileViTv2Attention.py │ │ ├── OutlookAttention.py │ │ ├── PSA.py │ │ ├── ParNetAttention.py │ │ ├── PolarizedSelfAttention.py │ │ ├── ResidualAttention.py │ │ ├── S2Attention.py │ │ ├── SEAttention.py │ │ ├── SGE.py │ │ ├── SKAttention.py │ │ ├── SelfAttention.py │ │ ├── ShuffleAttention.py │ │ ├── SimAM.py │ │ ├── SimplifiedSelfAttention.py │ │ ├── TripletAttention.py │ │ ├── UFOAttention.py │ │ ├── ViP.py │ │ └── gfnet.py │ ├── drops.py │ ├── losses │ │ ├── iou_loss.py │ │ ├── utils.py │ │ └── varifocal_loss.py │ ├── lr_scheduler.py │ ├── network_blocks.py │ ├── normalization.py │ ├── swin_transformer.py │ ├── transformer.py │ └── weight_init.py ├── losses │ ├── __pycache__ │ │ ├── focal_loss.cpython-310.pyc │ │ ├── focal_loss.cpython-39.pyc │ │ ├── iou_loss.cpython-310.pyc │ │ └── iou_loss.cpython-39.pyc │ ├── yolov3 │ │ ├── yolov3_decoder.py │ │ └── yolov3_loss.py │ ├── yolov5 │ │ ├── yolov5_decoder.py │ │ └── yolov5_loss.py │ ├── yolov7 │ │ └── yolov7_loss.py │ └── yolox │ │ ├── yolox_decoder.py │ │ └── yolox_loss.py ├── necks │ ├── __pycache__ │ │ ├── pafpn.cpython-310.pyc │ │ └── pafpn.cpython-39.pyc │ ├── pafpn_al.py │ ├── pafpn_csp.py │ └── yolov7_neck.py └── utils │ ├── __pycache__ │ ├── bbox.cpython-310.pyc │ ├── bbox.cpython-39.pyc │ ├── ema.cpython-310.pyc │ └── ema.cpython-39.pyc │ ├── bbox.py │ ├── ema.py │ └── helpers.py ├── requirements.txt ├── tools ├── export_onnx.py ├── export_torchscript.py ├── onnx_inference.py ├── torch2trt_example.py └── visualization_image.py ├── train.py └── utils ├── __pycache__ ├── build_data.cpython-310.pyc ├── build_data.cpython-39.pyc ├── build_logger.cpython-310.pyc ├── build_logger.cpython-39.pyc ├── 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