Oneshot-Face-Identify

This project is designed for one shot face identify people in video.

Face Detection

• Face detection model used https://arxiv.org/pdf/1708.05234.pdf
• Face identify [one shot learnig] model used https://www.cs.toronto.edu/~ranzato/publications/taigman_cvpr14.pdf
• Multi object tracking using SORT algorithm https://arxiv.org/pdf/1602.00763.pdf

Run

• python App.py for [web view]
• before run you should download the face compare weight file from the txt file in the folder
• after you get valid all requirements you just run App.py
• after you upload one video file through postman
• check it will response true or not
• http://0.0.0.0:5000/video_feed open this url in browser for output

Requirement

• numpy==1.17.2
• tensorflow-gpu==1.14.0
• opencv-python==4.1.2.30
• scikit-learn==0.21.3
• numba==0.45.1
• filterpy==1.4.5
• Flask==1.1.1