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xiaojinu's Projects

yolov3 icon yolov3

YOLOv3: Training and inference in PyTorch

yolov3-model-pruning icon yolov3-model-pruning

对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变

yolov3_pytorch icon yolov3_pytorch

yolov3 pytorch 版本中文教程，参考https://blog.paperspace.com/how-to-implement-a-yolo-object-detector-in-pytorch/

yolov5-lite icon yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov5_obb icon yolov5_obb

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

yolov6-r icon yolov6-r

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yowo icon yowo

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

zqcnn icon zqcnn

一款比mini-caffe更快的Forward库，觉得好用请点星啊，400星公布快速人脸检测模型，500星公布106点landmark，600星公布人头检测模型，700星公布人脸检测套餐（六种pnet,两种rnet随意混合使用满足各种速度/精度要求），800星公布更准的106点模型

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