Abnormal-Situation-Detection-in-Cap

1. Purpose

Although violent situations in cap are taking place quite often, there is no system which notifies the emergencies automatically. So, we embodied our idea to solve that issue using only image data taking advantages of Openpose(Zhe et al.), Deepsort(Nicholas et al.).

2. How to implement

Clone

!git clone https://github.com/hsk9767/Abnormal-Situation-Detection-in-Cap.git

Download Model : Google Drive

Download two files in shared google drive to ./default_checkpoints

Run Demo

run demo.py --video path/to/video(image) --checkpoint-path default_checkpoints/checkpoint_iter_147000.pth 
For the --video argument, you can use device number for like web cam. 
To save every processed images, you can set --save-path keyword. 
It will save images as frame_number(from 0).png

3. Sample Video

Click Here to watch sample videos.