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monoloxo's Projects

yolodet-pytorch icon yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.

yolov2-2 icon yolov2-2

Implementation of YOLOv2 research paper for traffic detection

yolov3 icon yolov3

The realization of yolov3 target detection based on Caffe and the optimization of target detection effect based on klaman multi-target tracking(base on caffe)

yolov3_tensorflow icon yolov3_tensorflow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

yolov5 icon yolov5

YOLO v5 pytorch implementation. This repository contains code for this tutorial.

yolov5-libtorch icon yolov5-libtorch

Real time object detection with deployment of YOLOv5 through LibTorch C++ API

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_deepsort_tensorrt icon yolov5_deepsort_tensorrt

This repo uses YOLOv5 and DeepSORT to implement object tracking algorithm. Also using TensorRTX to transform model to engine, and deploying all code on the NVIDIA Xavier with TensorRT further.

yolov5_deepsort_tensorrt_cpp icon yolov5_deepsort_tensorrt_cpp

This repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.

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