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crzayjay's Projects

realtime-action-recognition icon realtime-action-recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

reflective-clothes-detect icon reflective-clothes-detect

reflective-clothes-detect-dataset、helemet detection、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测

smart_construction icon smart_construction

Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程!!!😆🚀

yolo-darknet icon yolo-darknet

A implementation of scaled-yolov4 using darknet. including scaled-yolov4 p5、p6、p7,CSP,tiny.

yolop icon yolop

You Only Look Once for Panopitic Driving Perception.(https://arxiv.org/abs/2108.11250)

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5-lite icon yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov5-multibackbone-compression icon yolov5-multibackbone-compression

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet), Pruning (EagleEye) and Quantization (MQBench) Compression Tool Box.

yolov5-v6.1-opencv-onnxrun icon yolov5-v6.1-opencv-onnxrun

分别使用OpenCV、ONNXRuntime部署yolov5-v6.1目标检测,包含C++和Python两个版本的程序。支持yolov5s,yolov5m,yolov5l,yolov5n,yolov5x,yolov5s6,yolov5m6,yolov5l6,yolov5n6,yolov5x6的十种结构的yolov5-v6.1

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