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rcnnpose-pytorch-tracker's Introduction

RCNNPose PyTorch + Multiple Object Tracker

Mask R-CNN and Keypoint R-CNN wrapper + BYOL and SimSiam wrapper for Multiple Object Tracking with PyTorch.

Directory

rcnnpose-pytorch-tracker/
    ㄴ .idea/
    ㄴ examples/
        ㄴ media/
        ㄴ KalmanFilter.py   -- additional method
        ㄴ eval_MOT17.py     -- evaluation entire MOT Challenge datasets
        ㄴ tracker.py        -- tracker main
        ㄴ tracker_utils.py  -- tracker utils.
        ㄴ video_demo.py     -- demo(video)
        ㄴ image_demo.py     -- demo(image)
    ㄴ rcnnpose
        ㄴ __init__.py
        ㄴ estimator.py
        ㄴ utils.py 
    ㄴ simsiam
        ㄴ models/
        ㄴ simsiam_standalone.py 
    ㄴ trackeval

Installation

Prerequisites

git clone https://github.com/jimilee/rcnnpose-pytorch-tracker.git

pip install -r requirements.txt

Running examples

cd examples
python image_demo.py
python video_demo.py
python tracker_demo.py

License



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