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Top 23 Python face-recognition Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
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fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at 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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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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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Face-Recognition
Face Recognition using pre-trained model built-on Arcface was implemented on Pytorch. (by paul-pias)
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linux_face_unlock
A face authentication system for Ubuntu that works while logging in and running "sudo" commands with a friendly CLI to operate it.
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GEFF
Official implementation of the paper GEFF: Improving Any Clothes-Changing Person ReID Model using Gallery Enrichment with Face Features.
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Camera connected to a PI? Something like this could run locally: https://github.com/ageitgey/face_recognition
Project mention: Indexing iCloud Photos with AI Using LLaVA and Pgvector | news.ycombinator.com | 2024-01-22I haven't used it for search, but I believe Insightface's embeddings can be used for this purpose. https://insightface.ai/
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/
Hijacking this comment because i've been working nonstop on my project thanks to your suggestion. I'm now using this https://github.com/derronqi/yolov8-face for face detection and still the old face_recognition for encodings. I'm clustering with dbscan and extracting frames with ffmpeg with -hwaccel on. I'm planning to try this: https://github.com/timesler/facenet-pytorch as it looks like it would be the fastest thing avaiable to process videos? Keep in mind i need to perform encoding other than just detection because i want to use DBscan (and later also facial recognition, but this might be done separately just by saving the encodings). let me know if you have any other suggestions, and thanks again for your help
Project mention: anyone have EagleEyes running on their Linux? it's reverse image search tool from GitHub. cheers | /r/catfish | 2023-05-16
Project mention: Viseron 2.2.0 - Self-hosted, local only NVR and AI Computer Vision software. | /r/selfhosted | 2023-04-22
Project mention: Face recognition models require different thresholds for different races? [D] | /r/MachineLearning | 2023-05-26Hey, first of all, don't use FaceNet. It is outdated and performs way worse than modern solutions. You can use Elastic Face or MagFace (or any other SOTA FR model).
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 related posts
- Indexing iCloud Photos with AI Using LLaVA and Pgvector
- Nightshade v1.0 Released
- Security Image Recognition
- Facial recognition software/API for face-blind teacher?
- InsightFace are trying to kill off AI competitors on YouTube
- GitHub - ageitgey/face_recognition: The world's simplest facial recognition api for Python and the command line
- The simplest facial recognition API for Python
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Index
What are some of the best open-source face-recognition projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Face Recognition | 51,693 |
| 2 | insightface | 21,230 |
| 3 | facenet | 13,493 |
| 4 | deepface | 9,920 |
| 5 | howdy | 5,386 |
| 6 | fawkes | 5,134 |
| 7 | facenet-pytorch | 4,144 |
| 8 | EagleEye | 4,040 |
| 9 | CelebAMask-HQ | 1,956 |
| 10 | ailia-models | 1,814 |
| 11 | Photonix | 1,765 |
| 12 | viseron | 1,388 |
| 13 | retinaface | 955 |
| 14 | DeepStack | 643 |
| 15 | MaskTheFace | 552 |
| 16 | Angular-Penalty-Softmax-Losses-Pytorch | 475 |
| 17 | ElasticFace | 152 |
| 18 | The-Machine | 89 |
| 19 | Face-Recognition | 76 |
| 20 | facematch | 71 |
| 21 | blurfaces | 65 |
| 22 | linux_face_unlock | 62 |
| 23 | GEFF | 55 |
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