pawanr90 / minorproject-p2

Social-distance-detection

You can find the video with full expanation of algrithm & code here: (https://youtu.be/PTLZnE6W2tw)

Github usually doesn't support files larger than 25 Mb.You can find the yolo weights in My google drive

• Download it & move to yolo-coco folder

For CPU:

To run this code in your terminal:

• *Open your terminal
• Change directory to where you have downloaded this code
• Install python3 if you have not, if installed already then it's ok!
• Run python3 -m venv venv to create a virtual environment named venv.
• Run source venv/bin/activate to activate your environment!
• Write pip install -r requirements.txt to install the python dependencies related to this project like opencv,numpy,scipy etc.
• Run the command time python social_distance_detector.py --input pedestrians.mp4 --output output.avi --display 1 to run your social distance detection project

After you run the last line of command,a window eill pop up and after execution of the file a output.avi file will be showing up in your directory like this:

For GPU:

You can find my google colab file here. Social distance detector colab

Contacts:

• Created by:Abdullah Shoumik
• Email:[email protected]
• Youtube:TheLazyCoder
• LinkedIn: Abdullah Shoumik