Repository for create-a-thon challenge
Steps:
- Capturing faces from the training video using haarcascode_frontalface_default.xml
- Extracting images to a specific folder as a dataset for further analysis.
- Analysing other videos and and extracting faces from it.
- Using SSIM technique to compare images from new video and classify them as criminals/non-criminals
Training video used: tbbt.mp4 dataset generated after training video: folder (Dataset generated after face extraction) Testing dataset used: testing video.mp4
How to run:
- Open Face(2).ipynb in google collab
- Run all the cells one by one
Note:
- Progress till 3 PM: Try_01.ipynb
- Progress till 7 PM: Face_rec_02.ipynb