├── .gitignore ├── LICENSE ├── README.md ├── examples ├── __init__.py ├── images │ ├── ADE_train_00000003.jpg │ ├── LC80010812013365LGN00_18_photo.png │ ├── a.jpg │ ├── b.jpg │ ├── dog.jpeg │ ├── im1_1.bmp │ ├── im1_2.bmp │ └── imagenet_classes.txt ├── models_cdet_pd.py ├── models_cdet_tlx.py ├── models_clas_pd.py ├── models_clas_tlx.py ├── models_det_pd.py ├── models_det_tlx.py ├── models_gan_pd.py ├── models_gan_tlx.py ├── models_nlp_pd.py ├── models_nlp_tlx.py ├── models_seg_pd.py ├── models_seg_tlx.py ├── predict_cdet.py ├── predict_clas.py ├── predict_det.py ├── predict_gan.py ├── predict_nlp.py ├── predict_rsseg.py ├── predict_seg.py ├── run_eval.sh ├── texts │ ├── test_text.npy │ └── word_dict.npy ├── train_class_pd.py ├── train_class_tlx.py ├── trainer_det_pd.py ├── trainer_det_tlx.py ├── utils │ ├── __init__.py │ └── load_image.py └── validation.py ├── paddle2tlx ├── __init__.py ├── api_mapper │ ├── __init__.py │ ├── init.py │ ├── nn.py │ ├── ops.py │ ├── opt.py │ └── utils.py ├── common │ ├── __init__.py │ ├── ast_update.py │ ├── config.py │ ├── convert.py │ ├── dependency_analyzer.py │ ├── mapper.py │ └── utils.py ├── convert.py ├── examples │ ├── __init__.py │ ├── images │ │ ├── bird.jpeg │ │ ├── dog.jpeg │ │ ├── imagenet_classes.txt │ │ └── tiger.jpeg │ ├── models.py │ ├── models_pd.py │ ├── models_tlx.py │ ├── predict_vision.py │ └── utils │ │ ├── __init__.py │ │ ├── load_image.py │ │ ├── load_model_pd.py │ │ └── load_model_tlx.py ├── paddle2tlx │ ├── __init__.py │ ├── api_mapper │ │ ├── __init__.py │ │ ├── init.py │ │ ├── nn.py │ │ ├── ops.py │ │ └── utils.py │ ├── common │ │ ├── __init__.py │ │ ├── ast_update.py │ │ ├── config.py │ │ ├── convert.py │ │ ├── dependency_analyzer.py │ │ ├── mapper.py │ │ ├── post_process.py │ │ └── utils.py │ └── convert.py ├── pd2tlx │ ├── __init__.py │ ├── ops │ │ ├── __init__.py │ │ └── tlxops │ │ │ ├── __init__.py │ │ │ ├── activation.py │ │ │ ├── common.py │ │ │ ├── conv.py │ │ │ ├── functional.py │ │ │ ├── functional_cv2.py │ │ │ ├── functional_pil.py │ │ │ ├── functional_tensor.py │ │ │ ├── loss.py │ │ │ ├── nn.py │ │ │ ├── norm.py │ │ │ ├── padding.py │ │ │ ├── pooling.py │ │ │ └── sample.py │ └── utils │ │ ├── __init__.py │ │ ├── download.py │ │ ├── init.py │ │ ├── load_image.py │ │ ├── load_model.py │ │ ├── load_model_cdet.py │ │ ├── load_model_clas.py │ │ ├── load_model_det.py │ │ ├── load_model_gan.py │ │ ├── load_model_nlp.py │ │ ├── load_model_rsseg.py │ │ └── load_model_seg.py └── tests.py ├── pd_models ├── __init__.py ├── paddleclas │ ├── __init__.py │ ├── alexnet.py │ ├── convnext.py │ ├── cspdarknet.py │ ├── cswin_transformer.py │ ├── darknet53.py │ ├── deit.py │ ├── densenet.py │ ├── distilled_vision_transformer.py │ ├── dla.py │ ├── dpn.py │ ├── efficientnet.py │ ├── esnet.py │ ├── ghostnet.py │ ├── googlenet.py │ ├── gvt.py │ ├── hardnet.py │ ├── inceptionv3.py │ ├── levit.py │ ├── mixnet.py │ ├── mobilenetv1.py │ ├── mobilenetv2.py │ ├── mobilenetv3.py │ ├── ops │ │ ├── __init__.py │ │ ├── ops_fusion.py │ │ └── theseus_layer.py │ ├── peleenet.py │ ├── pp_hgnet.py │ ├── pp_lcnet.py │ ├── pp_lcnet_v2.py │ ├── pvt_v2.py │ ├── rednet.py │ ├── regnet.py │ ├── res2net.py │ ├── resnest.py │ ├── resnet.py │ ├── resnext.py │ ├── rexnet.py │ ├── se_resnext.py │ ├── shufflenetv2.py │ ├── squeezenet.py │ ├── swin_transformer.py │ ├── tnt.py │ ├── utils │ │ ├── __init__.py │ │ └── common_func.py │ ├── van.py │ ├── vgg.py │ ├── vision_transformer.py │ ├── xception.py │ └── xception_deeplab.py ├── paddledet │ ├── __init__.py │ ├── benchmark │ │ ├── README.md │ │ ├── configs │ │ │ └── faster_rcnn_r50_fpn_1x_coco.yml │ │ ├── prepare.sh │ │ ├── run_all.sh │ │ └── run_benchmark.sh │ ├── configs │ │ ├── cascade_rcnn │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── cascade_fpn_reader.yml │ │ │ │ ├── cascade_rcnn_r50_fpn.yml │ │ │ │ └── optimizer.yml │ │ │ └── cascade_rcnn_r50_fpn_1x_coco.yml │ │ ├── centernet │ │ │ ├── README.md │ │ │ ├── README_cn.md │ │ │ ├── _base_ │ │ │ │ ├── centernet_r50.yml │ │ │ │ ├── centernet_reader.yml │ │ │ │ └── optimizer_140e.yml │ │ │ └── centernet_r50_140e_coco.yml │ │ ├── datasets │ │ │ ├── coco_detection.yml │ │ │ └── coco_instance.yml │ │ ├── faster_rcnn │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── faster_rcnn_r50.yml │ │ │ │ ├── faster_reader.yml │ │ │ │ └── optimizer.yml │ │ │ └── faster_rcnn_r50_1x_coco.yml │ │ ├── fcos │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── fcos_r50_fpn.yml │ │ │ │ ├── fcos_reader.yml │ │ │ │ └── optimizer.yml │ │ │ ├── fcos_dcn_r50_fpn_1x_coco.yml │ │ │ └── fcos_r50_fpn_1x_coco.yml │ │ ├── gfl │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── gfl_r50_fpn.yml │ │ │ │ ├── gfl_reader.yml │ │ │ │ └── optimizer.yml │ │ │ └── gfl_r50_fpn_1x_coco.yml │ │ ├── mask_rcnn │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── mask_rcnn_r50.yml │ │ │ │ ├── mask_reader.yml │ │ │ │ └── optimizer.yml │ │ │ └── mask_rcnn_r50_1x_coco.yml │ │ ├── picodet │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer.yml │ │ │ │ ├── picodet_320_reader.yml │ │ │ │ └── picodet_v2.yml │ │ │ └── picodet_l_320_coco_lcnet.yml │ │ ├── rcnn_enhance │ │ │ ├── README.md │ │ │ ├── README_en.md │ │ │ ├── _base_ │ │ │ │ ├── faster_rcnn_enhance.yml │ │ │ │ ├── faster_rcnn_enhance_reader.yml │ │ │ │ └── optimizer_3x.yml │ │ │ └── faster_rcnn_enhance_3x_coco.yml │ │ ├── retinanet │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer.yml │ │ │ │ ├── retinanet_r50_fpn.yml │ │ │ │ └── retinanet_reader.yml │ │ │ └── retinanet_r50_fpn_1x_coco.yml │ │ ├── runtime.yml │ │ ├── solov2 │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer_1x.yml │ │ │ │ ├── solov2_r50_fpn.yml │ │ │ │ └── solov2_reader.yml │ │ │ └── solov2_r50_fpn_1x_coco.yml │ │ ├── ssd │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer.yml │ │ │ │ ├── ssd_mobilenet_reader.yml │ │ │ │ └── ssd_mobilenet_v1_300.yml │ │ │ └── ssd_mobilenet_v1_300_120e_coco.yml │ │ ├── tood │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer.yml │ │ │ │ ├── tood_r50_fpn.yml │ │ │ │ └── tood_reader.yml │ │ │ └── tood_r50_fpn_1x_coco.yml │ │ ├── ttfnet │ │ │ ├── README.md │ │ │ ├── README_en.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer_1x.yml │ │ │ │ ├── ttfnet_darknet53.yml │ │ │ │ └── ttfnet_reader.yml │ │ │ └── ttfnet_darknet53_1x_coco.yml │ │ ├── yolov3 │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ │ ├── optimizer.yml │ │ │ │ ├── yolov3_mobilenet_v1.yml │ │ │ │ └── yolov3_reader.yml │ │ │ └── yolov3_mobilenet_v1_270e_coco.yml │ │ └── yolox │ │ │ ├── README.md │ │ │ ├── _base_ │ │ │ ├── optimizer.yml │ │ │ ├── yolox_cspdarknet.yml │ │ │ └── yolox_reader.yml │ │ │ └── yolox_s_300e_coco.yml │ ├── core │ │ ├── __init__.py │ │ ├── config │ │ │ ├── __init__.py │ │ │ ├── schema.py │ │ │ └── yaml_helpers.py │ │ └── workspace.py │ ├── data │ │ ├── __init__.py │ │ ├── reader.py │ │ ├── reader_01.py │ │ ├── shm_utils.py │ │ ├── source │ │ │ ├── __init__.py │ │ │ ├── category.py │ │ │ ├── coco.py │ │ │ └── dataset.py │ │ ├── transform │ │ │ ├── __init__.py │ │ │ ├── atss_assigner.py │ │ │ ├── batch_operators.py │ │ │ ├── gridmask_utils.py │ │ │ ├── op_helper.py │ │ │ └── operators.py │ │ └── utils.py │ ├── dataset │ │ └── coco │ │ │ └── download_coco.py │ ├── demo │ │ ├── 000000014439.jpg │ │ ├── 000000014439_640x640.jpg │ │ ├── 000000087038.jpg │ │ └── 000000570688.jpg │ ├── engine │ │ ├── __init__.py │ │ ├── callbacks.py │ │ ├── env.py │ │ ├── predict_all.py │ │ ├── predicter.py │ │ └── trainer.py │ ├── infer_det.py │ ├── losses │ │ ├── __init__.py │ │ ├── ctfocal_loss.py │ │ ├── fcos_loss.py │ │ ├── focal_loss.py │ │ ├── gfocal_loss.py │ │ ├── iou_aware_loss.py │ │ ├── iou_loss.py │ │ ├── smooth_l1_loss.py │ │ ├── solov2_loss.py │ │ ├── ssd_loss.py │ │ ├── varifocal_loss.py │ │ └── yolo_loss.py │ ├── metrics │ │ ├── __init__.py │ │ ├── json_results.py │ │ ├── map_utils.py │ │ └── metrics.py │ ├── models │ │ ├── __init__.py │ │ ├── architectures │ │ │ ├── __init__.py │ │ │ ├── cascade_rcnn.py │ │ │ ├── centernet.py │ │ │ ├── faster_rcnn.py │ │ │ ├── fcos.py │ │ │ ├── gfl.py │ │ │ ├── mask_rcnn.py │ │ │ ├── meta_arch.py │ │ │ ├── picodet.py │ │ │ ├── retinanet.py │ │ │ ├── solov2.py │ │ │ ├── ssd.py │ │ │ ├── tood.py │ │ │ ├── ttfnet.py │ │ │ ├── yolo.py │ │ │ └── yolox.py │ │ ├── assigners │ │ │ ├── __init__.py │ │ │ ├── atss_assigner.py │ │ │ ├── max_iou_assigner.py │ │ │ ├── simota_assigner.py │ │ │ ├── task_aligned_assigner.py │ │ │ └── utils.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── csp_darknet.py │ │ │ ├── darknet.py │ │ │ ├── hardnet.py │ │ │ ├── lcnet.py │ │ │ ├── mobilenet_v1.py │ │ │ ├── name_adapter.py │ │ │ ├── resnet.py │ │ │ └── resnet_01.py │ │ ├── bbox_utils.py │ │ ├── cls_utils.py │ │ ├── heads │ │ │ ├── __init__.py │ │ │ ├── bbox_head.py │ │ │ ├── cascade_head.py │ │ │ ├── centernet_head.py │ │ │ ├── fcos_head.py │ │ │ ├── gfl_head.py │ │ │ ├── mask_head.py │ │ │ ├── pico_head.py │ │ │ ├── retina_head.py │ │ │ ├── roi_extractor.py │ │ │ ├── rpn_head.py │ │ │ ├── simota_head.py │ │ │ ├── solov2_head.py │ │ │ ├── ssd_head.py │ │ │ ├── tood_head.py │ │ │ ├── ttf_head.py │ │ │ └── yolo_head.py │ │ ├── initializer.py │ │ ├── keypoint_utils.py │ │ ├── layers.py │ │ ├── necks │ │ │ ├── __init__.py │ │ │ ├── centernet_fpn.py │ │ │ ├── csp_pan.py │ │ │ ├── fpn.py │ │ │ ├── lc_pan.py │ │ │ ├── ttf_fpn.py │ │ │ └── yolo_fpn.py │ │ ├── ops.py │ │ ├── post_process.py │ │ ├── proposal_generator │ │ │ ├── __init__.py │ │ │ ├── anchor_generator.py │ │ │ ├── proposal_generator.py │ │ │ ├── target.py │ │ │ └── target_layer.py │ │ ├── shape_spec.py │ │ └── transformers │ │ │ ├── __init__.py │ │ │ └── utils.py │ ├── optimizer │ │ ├── __init__.py │ │ └── optimizer.py │ ├── output │ │ └── 000000014439.jpg │ ├── requirements.txt │ ├── scripts │ │ └── build_wheel.sh │ ├── train_det.py │ ├── translated_models.cfg │ └── utils │ │ ├── __init__.py │ │ ├── check.py │ │ ├── checkpoint.py │ │ ├── download.py │ │ ├── logger.py │ │ ├── stats.py │ │ └── visualizer.py ├── paddlegan │ ├── configs │ │ ├── cyclegan_horse2zebra.yaml │ │ ├── prenet.yaml │ │ ├── starganv2_afhq.yaml │ │ ├── stylegan_v2_256_ffhq.yaml │ │ └── ugatit_selfie2anime_light.yaml │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ └── __init__.py │ │ ├── base_model.py │ │ ├── cyclegan_model.py │ │ ├── discriminators │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ ├── discriminator_starganv2.py │ │ │ ├── discriminator_styleganv2.py │ │ │ ├── discriminator_ugatit.py │ │ │ └── nlayers.py │ │ ├── generators │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ ├── generator_starganv2.py │ │ │ ├── generator_styleganv2.py │ │ │ ├── prenet.py │ │ │ ├── resnet.py │ │ │ └── resnet_ugatit.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── conv.py │ │ │ ├── equalized.py │ │ │ ├── fused_act.py │ │ │ ├── nn.py │ │ │ ├── norm.py │ │ │ ├── upfirdn2d.py │ │ │ └── wing.py │ │ ├── prenet_model.py │ │ ├── sr_model.py │ │ ├── starganv2_model.py │ │ ├── styleganv2_model.py │ │ └── ugatit_model.py │ ├── predict_gan.py │ └── utils │ │ ├── __init__.py │ │ ├── registry.py │ │ └── visual.py ├── paddlenlp │ ├── __init__.py │ ├── lstm.py │ ├── predict_vision.py │ ├── rnn.py │ └── textcnn.py ├── paddlerscd │ ├── __init__.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── resnet.py │ │ │ └── vgg.py │ │ ├── bit.py │ │ ├── cdnet.py │ │ ├── dsamnet.py │ │ ├── dsifn.py │ │ ├── fc_ef.py │ │ ├── fccdn.py │ │ ├── initializer.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── attention.py │ │ │ ├── blocks.py │ │ │ └── pd_timm.py │ │ ├── param_init.py │ │ ├── snunet.py │ │ ├── stanet.py │ │ └── utils.py │ └── predict_rscd.py ├── paddlersseg │ ├── __init__.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── resnet.py │ │ │ └── resnet_vd.py │ │ ├── deeplab.py │ │ ├── farseg.py │ │ ├── initializer.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── activation.py │ │ │ ├── layer_libs.py │ │ │ ├── param_init.py │ │ │ └── pyramid_pool.py │ │ └── unet.py │ └── predict_rsseg.py └── paddleseg │ ├── __init__.py │ ├── configs │ ├── _base_ │ │ ├── ade20k.yml │ │ ├── autonue.yml │ │ ├── chase_db1.yml │ │ ├── cityscapes.yml │ │ ├── cityscapes_1024x1024.yml │ │ ├── cityscapes_769x769.yml │ │ ├── cityscapes_769x769_setr.yml │ │ ├── coco_stuff.yml │ │ ├── drive.yml │ │ ├── hrf.yml │ │ ├── pascal_context.yml │ │ ├── pascal_voc12.yml │ │ ├── pascal_voc12aug.yml │ │ └── stare.yml │ ├── bisenet │ │ └── bisenet_cityscapes_1024x1024_160k.yml │ ├── encnet │ │ └── encnet_resnet101_os8_cityscapes_1024x512_80k.yml │ ├── enet │ │ └── enet_cityscapes_1024x512_80k.yml │ ├── fastfcn │ │ └── fastfcn_resnet50_os8_ade20k_480x480_120k.yml │ ├── fastscnn │ │ ├── fastscnn_cityscapes_1024x1024_160k.yml │ │ ├── fastscnn_cityscapes_1024x1024_40k.yml │ │ └── fastscnn_cityscapes_1024x1024_40k_SCL.yml │ └── hrnet_w48_contrast │ │ └── HRNet_W48_contrast_cityscapes_1024x512_60k.yml │ ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── hrnet.py │ │ └── resnet_vd.py │ ├── bisenet.py │ ├── encnet.py │ ├── enet.py │ ├── fast_scnn.py │ ├── fastfcn.py │ ├── hrnet_contrast.py │ ├── layers │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── layer_libs.py │ │ ├── pyramid_pool.py │ │ └── wrap_functions.py │ ├── load_test_config.py │ ├── manager.py │ └── utils.py │ └── predict_seg.py ├── requirements.txt ├── setup.py └── tlx_models ├── __init__.py ├── paddleclas ├── __init__.py ├── alexnet.py ├── convnext.py ├── cspdarknet.py ├── cswin_transformer.py ├── darknet53.py ├── deit.py ├── densenet.py ├── distilled_vision_transformer.py ├── dla.py ├── dpn.py ├── efficientnet.py ├── esnet.py ├── ghostnet.py ├── googlenet.py ├── gvt.py ├── hardnet.py ├── inceptionv3.py ├── levit.py ├── mixnet.py ├── mobilenetv1.py ├── mobilenetv2.py ├── mobilenetv3.py ├── ops │ ├── __init__.py │ ├── ops_fusion.py │ └── theseus_layer.py ├── peleenet.py ├── pp_hgnet.py ├── pp_lcnet.py ├── pp_lcnet_v2.py ├── pvt_v2.py ├── rednet.py ├── regnet.py ├── res2net.py ├── resnest.py ├── resnet.py ├── resnext.py ├── rexnet.py ├── se_resnext.py ├── shufflenetv2.py ├── squeezenet.py ├── swin_transformer.py ├── tnt.py ├── utils │ ├── __init__.py │ └── common_func.py ├── van.py ├── vgg.py ├── vision_transformer.py ├── xception.py └── xception_deeplab.py ├── paddledet ├── __init__.py ├── benchmark │ ├── README.md │ ├── configs │ │ └── faster_rcnn_r50_fpn_1x_coco.yml │ ├── prepare.sh │ ├── run_all.sh │ └── run_benchmark.sh ├── configs │ ├── cascade_rcnn │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── cascade_fpn_reader.yml │ │ │ ├── cascade_rcnn_r50_fpn.yml │ │ │ └── optimizer.yml │ │ └── cascade_rcnn_r50_fpn_1x_coco.yml │ ├── centernet │ │ ├── README.md │ │ ├── README_cn.md │ │ ├── _base_ │ │ │ ├── centernet_r50.yml │ │ │ ├── centernet_reader.yml │ │ │ └── optimizer_140e.yml │ │ └── centernet_r50_140e_coco.yml │ ├── datasets │ │ ├── coco_detection.yml │ │ └── coco_instance.yml │ ├── faster_rcnn │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── faster_rcnn_r50.yml │ │ │ ├── faster_reader.yml │ │ │ └── optimizer.yml │ │ └── faster_rcnn_r50_1x_coco.yml │ ├── fcos │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── fcos_r50_fpn.yml │ │ │ ├── fcos_reader.yml │ │ │ └── optimizer.yml │ │ ├── fcos_dcn_r50_fpn_1x_coco.yml │ │ └── fcos_r50_fpn_1x_coco.yml │ ├── gfl │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── gfl_r50_fpn.yml │ │ │ ├── gfl_reader.yml │ │ │ └── optimizer.yml │ │ └── gfl_r50_fpn_1x_coco.yml │ ├── mask_rcnn │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── mask_rcnn_r50.yml │ │ │ ├── mask_reader.yml │ │ │ └── optimizer.yml │ │ └── mask_rcnn_r50_1x_coco.yml │ ├── picodet │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── optimizer.yml │ │ │ ├── picodet_320_reader.yml │ │ │ └── picodet_v2.yml │ │ └── picodet_l_320_coco_lcnet.yml │ ├── rcnn_enhance │ │ ├── README.md │ │ ├── README_en.md │ │ ├── _base_ │ │ │ ├── faster_rcnn_enhance.yml │ │ │ ├── faster_rcnn_enhance_reader.yml │ │ │ └── optimizer_3x.yml │ │ └── faster_rcnn_enhance_3x_coco.yml │ ├── retinanet │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── optimizer.yml │ │ │ ├── retinanet_r50_fpn.yml │ │ │ └── retinanet_reader.yml │ │ └── retinanet_r50_fpn_1x_coco.yml │ ├── runtime.yml │ ├── solov2 │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── optimizer_1x.yml │ │ │ ├── solov2_r50_fpn.yml │ │ │ └── solov2_reader.yml │ │ └── solov2_r50_fpn_1x_coco.yml │ ├── ssd │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── optimizer.yml │ │ │ ├── ssd_mobilenet_reader.yml │ │ │ └── ssd_mobilenet_v1_300.yml │ │ └── ssd_mobilenet_v1_300_120e_coco.yml │ ├── tood │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── optimizer.yml │ │ │ ├── tood_r50_fpn.yml │ │ │ └── tood_reader.yml │ │ └── tood_r50_fpn_1x_coco.yml │ ├── ttfnet │ │ ├── README.md │ │ ├── README_en.md │ │ ├── _base_ │ │ │ ├── optimizer_1x.yml │ │ │ ├── ttfnet_darknet53.yml │ │ │ └── ttfnet_reader.yml │ │ └── ttfnet_darknet53_1x_coco.yml │ ├── yolov3 │ │ ├── README.md │ │ ├── _base_ │ │ │ ├── optimizer.yml │ │ │ ├── yolov3_mobilenet_v1.yml │ │ │ └── yolov3_reader.yml │ │ └── yolov3_mobilenet_v1_270e_coco.yml │ └── yolox │ │ ├── README.md │ │ ├── _base_ │ │ ├── optimizer.yml │ │ ├── yolox_cspdarknet.yml │ │ └── yolox_reader.yml │ │ └── yolox_s_300e_coco.yml ├── core │ ├── __init__.py │ ├── config │ │ ├── __init__.py │ │ ├── schema.py │ │ └── yaml_helpers.py │ └── workspace.py ├── data │ ├── __init__.py │ ├── reader.py │ ├── reader_01.py │ ├── shm_utils.py │ ├── source │ │ ├── __init__.py │ │ ├── category.py │ │ ├── coco.py │ │ └── dataset.py │ ├── transform │ │ ├── __init__.py │ │ ├── atss_assigner.py │ │ ├── batch_operators.py │ │ ├── gridmask_utils.py │ │ ├── op_helper.py │ │ └── operators.py │ └── utils.py ├── dataset │ └── coco │ │ └── download_coco.py ├── demo │ ├── 000000014439.jpg │ ├── 000000014439_640x640.jpg │ ├── 000000087038.jpg │ └── 000000570688.jpg ├── engine │ ├── __init__.py │ ├── callbacks.py │ ├── env.py │ ├── predict_all.py │ ├── predicter.py │ └── trainer.py ├── infer_det.py ├── losses │ ├── __init__.py │ ├── ctfocal_loss.py │ ├── fcos_loss.py │ ├── focal_loss.py │ ├── gfocal_loss.py │ ├── iou_aware_loss.py │ ├── iou_loss.py │ ├── smooth_l1_loss.py │ ├── solov2_loss.py │ ├── ssd_loss.py │ ├── varifocal_loss.py │ └── yolo_loss.py ├── metrics │ ├── __init__.py │ ├── json_results.py │ ├── map_utils.py │ └── metrics.py ├── models │ ├── __init__.py │ ├── architectures │ │ ├── __init__.py │ │ ├── cascade_rcnn.py │ │ ├── centernet.py │ │ ├── faster_rcnn.py │ │ ├── fcos.py │ │ ├── gfl.py │ │ ├── mask_rcnn.py │ │ ├── meta_arch.py │ │ ├── picodet.py │ │ ├── retinanet.py │ │ ├── solov2.py │ │ ├── ssd.py │ │ ├── tood.py │ │ ├── ttfnet.py │ │ ├── yolo.py │ │ └── yolox.py │ ├── assigners │ │ ├── __init__.py │ │ ├── atss_assigner.py │ │ ├── max_iou_assigner.py │ │ ├── simota_assigner.py │ │ ├── task_aligned_assigner.py │ │ └── utils.py │ ├── backbones │ │ ├── __init__.py │ │ ├── csp_darknet.py │ │ ├── darknet.py │ │ ├── hardnet.py │ │ ├── lcnet.py │ │ ├── mobilenet_v1.py │ │ ├── name_adapter.py │ │ ├── resnet.py │ │ └── resnet_01.py │ ├── bbox_utils.py │ ├── cls_utils.py │ ├── heads │ │ ├── __init__.py │ │ ├── bbox_head.py │ │ ├── cascade_head.py │ │ ├── centernet_head.py │ │ ├── fcos_head.py │ │ ├── gfl_head.py │ │ ├── mask_head.py │ │ ├── pico_head.py │ │ ├── retina_head.py │ │ ├── roi_extractor.py │ │ ├── rpn_head.py │ │ ├── simota_head.py │ │ ├── solov2_head.py │ │ ├── ssd_head.py │ │ ├── tood_head.py │ │ ├── ttf_head.py │ │ └── yolo_head.py │ ├── initializer.py │ ├── keypoint_utils.py │ ├── layers.py │ ├── necks │ │ ├── __init__.py │ │ ├── centernet_fpn.py │ │ ├── csp_pan.py │ │ ├── fpn.py │ │ ├── lc_pan.py │ │ ├── ttf_fpn.py │ │ └── yolo_fpn.py │ ├── ops.py │ ├── post_process.py │ ├── proposal_generator │ │ ├── __init__.py │ │ ├── anchor_generator.py │ │ ├── proposal_generator.py │ │ ├── target.py │ │ └── target_layer.py │ ├── shape_spec.py │ └── transformers │ │ ├── __init__.py │ │ └── utils.py ├── optimizer │ ├── __init__.py │ └── optimizer.py ├── output │ └── 000000014439.jpg ├── requirements.txt ├── scripts │ └── build_wheel.sh ├── train_det.py ├── translated_models.cfg └── utils │ ├── __init__.py │ ├── check.py │ ├── checkpoint.py │ ├── download.py │ ├── logger.py │ ├── stats.py │ └── visualizer.py ├── paddlegan ├── configs │ ├── cyclegan_horse2zebra.yaml │ ├── prenet.yaml │ ├── starganv2_afhq.yaml │ ├── stylegan_v2_256_ffhq.yaml │ └── ugatit_selfie2anime_light.yaml ├── models │ ├── __init__.py │ ├── backbones │ │ └── __init__.py │ ├── base_model.py │ ├── cyclegan_model.py │ ├── discriminators │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── discriminator_starganv2.py │ │ ├── discriminator_styleganv2.py │ │ ├── discriminator_ugatit.py │ │ └── nlayers.py │ ├── generators │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── generator_starganv2.py │ │ ├── generator_styleganv2.py │ │ ├── prenet.py │ │ ├── resnet.py │ │ └── resnet_ugatit.py │ ├── infere_load.py │ ├── layers │ │ ├── __init__.py │ │ ├── conv.py │ │ ├── equalized.py │ │ ├── fused_act.py │ │ ├── nn.py │ │ ├── norm.py │ │ ├── upfirdn2d.py │ │ └── wing.py │ ├── prenet_model.py │ ├── sr_model.py │ ├── starganv2_model.py │ ├── styleganv2_model.py │ ├── ugatit_model.py │ └── utils.py ├── predict_gan.py └── utils │ ├── __init__.py │ ├── registry.py │ └── visual.py ├── paddlenlp ├── __init__.py ├── lstm.py ├── predict_vision.py ├── rnn.py └── textcnn.py ├── paddlerscd ├── __init__.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── resnet.py │ │ └── vgg.py │ ├── bit.py │ ├── cdnet.py │ ├── dsamnet.py │ ├── dsifn.py │ ├── fc_ef.py │ ├── fccdn.py │ ├── initializer.py │ ├── layers │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── blocks.py │ │ └── pd_timm.py │ ├── param_init.py │ ├── snunet.py │ ├── stanet.py │ └── utils.py └── predict_rscd.py ├── paddlersseg ├── __init__.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── resnet.py │ │ └── resnet_vd.py │ ├── deeplab.py │ ├── farseg.py │ ├── initializer.py │ ├── layers │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── layer_libs.py │ │ ├── param_init.py │ │ └── pyramid_pool.py │ ├── predict_rsseg.py │ └── unet.py └── predict_rsseg.py └── paddleseg ├── __init__.py ├── configs ├── _base_ │ ├── ade20k.yml │ ├── autonue.yml │ ├── chase_db1.yml │ ├── cityscapes.yml │ ├── cityscapes_1024x1024.yml │ ├── cityscapes_769x769.yml │ ├── cityscapes_769x769_setr.yml │ ├── coco_stuff.yml │ ├── drive.yml │ ├── hrf.yml │ ├── pascal_context.yml │ ├── pascal_voc12.yml │ ├── pascal_voc12aug.yml │ └── stare.yml ├── bisenet │ └── bisenet_cityscapes_1024x1024_160k.yml ├── encnet │ └── encnet_resnet101_os8_cityscapes_1024x512_80k.yml ├── enet │ └── enet_cityscapes_1024x512_80k.yml ├── fastfcn │ └── fastfcn_resnet50_os8_ade20k_480x480_120k.yml ├── fastscnn │ ├── fastscnn_cityscapes_1024x1024_160k.yml │ ├── fastscnn_cityscapes_1024x1024_40k.yml │ └── fastscnn_cityscapes_1024x1024_40k_SCL.yml └── hrnet_w48_contrast │ └── HRNet_W48_contrast_cityscapes_1024x512_60k.yml ├── models ├── 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