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Top 23 Python face-recognition Projects
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Project mention: Indexing iCloud Photos with AI Using LLaVA and Pgvector | news.ycombinator.com | 2024-01-22
I haven't used it for search, but I believe Insightface's embeddings can be used for this purpose. https://insightface.ai/
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deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Project mention: How Much Do I Need to Change My Face to Avoid Facial Recognition? | news.ycombinator.com | 2024-12-08Is the tech to do facial recognition at this accuracy available to public ?
Last time I checked there was deepface https://github.com/serengil/deepface/tree/master but it was far to work as week as that
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HivisionIDPhotos
⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。
Project mention: HivisionIDPhotos: A lightweight and efficient AI ID photos tools | news.ycombinator.com | 2024-08-29 -
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fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
Not sure if its coincidence but one of the professor's pictures appeared on the Fawkes page as a demo picture.
https://sandlab.cs.uchicago.edu/fawkes/
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facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
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EagleEye
Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.
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Photonix
A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.
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viseron
Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.
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Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
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ElasticFace
Official repository of CVPRW2022 paper, ElasticFace: Elastic Margin Loss for Deep Face Recognition
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Face-Recognition
Face Recognition using pre-trained model built-on Arcface was implemented on Pytorch. (by paul-pias)
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python face-recognition discussion
Python face-recognition related posts
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How Much Do I Need to Change My Face to Avoid Facial Recognition?
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MaskTheFace
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Indexing iCloud Photos with AI Using LLaVA and Pgvector
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Nightshade v1.0 Released
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Security Image Recognition
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Facial recognition software/API for face-blind teacher?
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InsightFace are trying to kill off AI competitors on YouTube
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www.saashub.com | 14 Dec 2024
Index
What are some of the best open-source face-recognition projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Face Recognition | 53,679 |
| 2 | insightface | 23,678 |
| 3 | deepface | 15,039 |
| 4 | facenet | 13,773 |
| 5 | HivisionIDPhotos | 13,427 |
| 6 | howdy | 5,921 |
| 7 | fawkes | 5,204 |
| 8 | facenet-pytorch | 4,608 |
| 9 | EagleEye | 4,290 |
| 10 | CelebAMask-HQ | 2,135 |
| 11 | ailia-models | 2,067 |
| 12 | Photonix | 1,854 |
| 13 | viseron | 1,786 |
| 14 | retinaface | 1,277 |
| 15 | DeepStack | 716 |
| 16 | MaskTheFace | 569 |
| 17 | Angular-Penalty-Softmax-Losses-Pytorch | 485 |
| 18 | ElasticFace | 161 |
| 19 | FaceRecognitionSecurity | 160 |
| 20 | The-Machine | 94 |
| 21 | Face-Recognition | 90 |
| 22 | facematch | 76 |
| 23 | blurfaces | 72 |
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