基于深度学习的检测 最佳实践

人脸检测

https://github.com/qdraw/tensorflow-face-object-detector-tutorial

https://github.com/zeusees/FaceBoxes

https://github.com/lippman1125/faceboxes_lqy

https://github.com/sfzhang15/SFD

https://github.com/playerkk/face-py-faster-rcnn

https://github.com/sciencefans/RSA-for-object-detection


车辆检测

https://github.com/nicklhy/CompCar_Analysis

https://github.com/jinfagang/kitti-ssd

通用检测

https://github.com/thtrieu/darkflow:tensorflow版yolo实现

https://github.com/pjreddie/darknet作者版本,仅可在linux下编译过

https://github.com/gliese581gg/YOLO_tensorflow

https://github.com/AlexeyAB/darknet跨平台版本,不过训练可能有些问题

https://github.com/eric612/Caffe-YOLOv3-Windows yolo v3版

https://github.com/xiaochus/YOLOv3

https://github.com/YanceyZhangDL/py-faster-rcnn_cudnnv5cudnn新版本必备

https://github.com/MrGF/py-faster-rcnn-windowspython2.7版

https://github.com/zhiyishou/py-faster-rcnn

https://github.com/ShaoqingRen/faster_rcnn作者版本,cudnn版本低,一般编译不过

https://github.com/gklz1982/caffe-yolov2

https://github.com/xiaochus/YOLOv3keras版

https://github.com/xingwangsfu/caffe-yolo

https://github.com/smallcorgi/Faster-RCNN_TF

https://github.com/davidsandberg/caffe-tensorflow

移动端部署

https://github.com/szaza/android-yolo-v2

https://github.com/chuanqi305/MobileNet-SSD

https://github.com/avBuffer/MobilenetSSD_caffe:android caffe版

https://github.com/eric612/MobileNet-SSD-windows

https://github.com/chuanqi305/MobileNetv2-SSDLite

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转载自blog.csdn.net/minstyrain/article/details/82384548
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