ksasi/face-recognition
Fine-Tune popular face-recognition architectures with LFW and QMUL-Survface datasets for evaluating Low Resolution Face Recognition
This project helps evaluate and improve facial recognition systems, especially for low-resolution images common in surveillance or older cameras. It takes existing face recognition models and face image datasets as input, then fine-tunes and evaluates their ability to identify individuals. Security system developers, researchers in computer vision, and those working with surveillance technology would use this to assess and enhance their systems.
No commits in the last 6 months.
Use this if you need to fine-tune and benchmark the performance of popular facial recognition models on standard datasets, particularly focusing on how well they perform with low-resolution images.
Not ideal if you are looking for a ready-to-deploy, end-user application for face recognition without needing to engage with model training or evaluation.
Stars
12
Forks
1
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 11, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/ksasi/face-recognition"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
serengil/deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race)...
ishandutta0098/mukh
A comprehensive face analysis library that provides unified APIs for various face-related tasks
akshaybahadur21/Facial-Recognition-using-Facenet
A simple implementation of facial recognition using facenets for humans 🧔 🔍
tomas-gajarsky/facetorch
Python library for analysing faces using PyTorch
Astrotomic/php-deepface
A PHP adapter for the python deepface framework.