LFD-A-Light-and-Fast-Detector
LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.
파일 탐색기
최종 버전 다운로드 (.zip)- __init__.py
- augmentation_pipeline.py
- new_augmentations.py
- __init__.py
- data_loader.py
- __init__.py
- __init__.py
- turbojpeg.py
- __init__.py
- base_parser.py
- coco_parser.py
- dataset.py
- sample.py
- tt100k_parser.py
- widerface_parser.py
- __init__.py
- pack_coco.py
- pack_tt100k.py
- pack_widerface.py
- __init__.py
- dataset_sampler.py
- region_sampler.py
- __init__.py
- __init__.py
- build_engine.py
- inference.py
- inference_latency_evaluation.py
- __init__.py
- README.md
- __init__.py
- base_evaluator.py
- coco_evaluator.py
- README.md
- __init__.py
- checkpoint_hook.py
- evaluation_hook.py
- hook.py
- logger_hook.py
- lr_scheduler_hook.py
- optimizer_hook.py
- speed_hook.py
- __init__.py
- executor.py
- utils.py
- README.md
- __init__.py
- lfd_resnet.py
- resnet.py
- __init__.py
- fcos_head.py
- lfd_head.py
- sigmoid_focal_loss_cuda.cu
- sigmoid_focal_loss_ext.cpp
- __init__.py
- __init__.py
- bce_with_logits_loss.py
- cross_entropy_loss.py
- focal_loss.py
- gfocal_loss.py
- iou_loss.py
- mse_loss.py
- smooth_l1_loss.py
- utils.py
- __init__.py
- fpn.py
- simple_fpn.py
- simple_neck.py
- nms_cpu.cpp
- nms_cuda.cpp
- nms_kernel.cu
- nms_ext.cpp
- __init__.py
- __init__.py
- nms.py
- __init__.py
- fcos.py
- lfd.py
- lfdv2.py
- __init__.py
- EDA.py
- evaluation.py
- pack_TL.py
- predict.py
- predict_tensorrt.py
- timing_inference_latency.py
- TL_augmentation_pipeline.py
- TL_LFD_L.py
- TL_LFD_S.py
- 66589.jpg
- 73.jpg
- 74668.jpg
- 94063.jpg
- evaluation.py
- generate_neg_images.py
- official_eval.py
- pack_tt100k.py
- predict.py
- predict_tensorrt.py
- README.md
- timing_inference_latency.py
- TT100K_augmentation_pipeline.py
- TT100K_LFD_L.py
- TT100K_LFD_S.py
- image1.jpg
- image2.jpg
- image3.jpg
- image4.jpg
- image5.jpg
- evaluation.py
- generate_neg_images.py
- pack_widerface.py
- predict.py
- predict_tensorrt.py
- README.md
- timing_inference_latency.py
- WIDERFACE_LFD_L.py
- WIDERFACE_LFD_M.py
- WIDERFACE_LFD_S.py
- WIDERFACE_LFD_XS.py
- .gitignore
- README.md
- setup.py
# 설치 가이드
1. 코드 내려받기
git clone https://github.com/YonghaoHe/LFD-A-Light-and-Fast-Detector
깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.
cd LFD-A-Light-and-Fast-Detector
방금 내려받은 프로젝트 폴더 안으로 이동합니다.
// repository documentation
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