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Project description
facetrackr 🕵️♂️🎥
A Face Recognition and Timestamp Extraction Tool for Videos
Overview
facetrackr is a Python package that allows users to detect and recognize faces in videos using AWS Rekognition. It provides a seamless way to upload face images to a collection, process videos, and retrieve timestamps where the face is detected.
Features
✅ Add a face image to an AWS Rekognition collection
✅ Process a video to detect the given face
✅ Retrieve timestamps of face appearances
✅ Easy-to-use command-line interface
Installation
Ensure you have Python 3.7+ installed. Then install facetrackr using:
pip install facetrackr
Usage
After installing, run the following command in your terminal:
python -m facetrackr
You will be prompted to enter:
- The path of the face image you want to recognize.
- The path of the video in which you want to detect the face.
Example
Enter the path of the face image: ./images/person.jpg
Enter the path of the video: ./videos/sample.mp4
If the face is found in the video, the output will be:
Starting face detection in video...
Final Detection Report:
Face detected at 12.5 seconds with ID: person_123
Face detected at 28.7 seconds with ID: person_123
Requirements
Before running the package, install dependencies:
pip install -r requirements.txt
AWS Configuration
Since this package relies on AWS Rekognition, ensure you have:
- An AWS account with Rekognition enabled.
- AWS credentials configured using:
aws configure - The necessary permissions in IAM for Rekognition.
License
This project is licensed under the MIT License. See the LICENSE file for details.
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