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A real-time object detection framework of Yolov3 based on caffe

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caffe-yolov3

Paltform

Have tested on Ubuntu16.04LTS with Jetson-TX2 and Ubuntu16.04LTS with gtx1060;

NOTE: You need change CMakeList.txt on Ubuntu16.04LTS with GTX1060.

Install

git clone https://github.com/ChenYingpeng/caffe-yolov3

cd caffe-yolov3

mkdir build

cd build

cmake ..

make -j6

Download Model

Baidu link model

Note

Only inference

Support input res 320x320,416x416,608x608 etc.

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A real-time object detection framework of Yolov3 based on caffe

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  • C++ 47.0%
  • Python 35.5%
  • Cuda 7.5%
  • CMake 5.2%
  • C 3.4%
  • Shell 1.4%