deepface
insightface
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deepface | insightface | |
---|---|---|
14 | 34 | |
9,625 | 20,895 | |
- | 3.6% | |
9.5 | 7.7 | |
7 days ago | 3 months ago | |
Python | Python | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
deepface
- [D] Fast face recognition over video
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How to do Human Head Segmentation from images?
You might also want to categorize using either mediapose's holistic model which includes the face mesh or maybe something that gauges emotion like this: https://github.com/serengil/deepface
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Any algorithm to get coordinates of classified face?
deepface - newer version which has multiple face detectors in it you can mess with, dlib included. Also does face recognition.
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hey guys which is the best tool for making facial recognition using single image in deep learning
If you're looking for models / planning to write some code yourself: Have a look at ArcFace for recognition and RetinaFace for face detection by Insightface. DeepFace repository might also be worth a try.
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Models for facial identification?
DeepFace: https://github.com/serengil/deepface
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Best Face Landmark Detection models
DeepFace utilizes a collection of different face detection models listed here: models = ["VGG-Face", "Facenet", "Facenet512", "OpenFace", "DeepFace", "DeepID", "ArcFace", "Dlib", "SFace"]
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Best models / libraries for fast, batch face recognition/extraction
If you want to extract the template/embedding and do matching, AdaFace is the new hotness, but I also recommend ArcFace for all of your face detection and recognition needs. If you want something that works well out of the box, check out https://github.com/serengil/deepface and https://github.com/deepinsight/insightface.
insightface
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Indexing iCloud Photos with AI Using LLaVA and Pgvector
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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FaceFusion: Next generation face swapper and enhancer
Insightface offering improved model but closed source via discord bot.
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Open source software has gotten a lot better at having smooth swaps. Below is what i got.
Mainly as the base model. https://insightface.ai/ There was some post processing done to further improve quality. https://github.com/TencentARC/GFPGAN
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I'm getting this big ass error after install roop extension. It appears as installed in my extensions tab but doesn't show any where under t2i or i2i. Please help.
in this page says that you need the onxruntime to run it https://github.com/deepinsight/insightface/tree/master/python-package
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The ROOP extension made my face fine-tune/dreambooth efforts almost irrelevant
According to this, they're working on a paper for the 256 model right now.
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the guy who post this : One Click Deep Fakes using Roop -Tutorial is a hacker !!
deepinsight: for their insightface project which provided a well-made library and models.
deepinsight/insightface: State-of-the-art 2D and 3D Face Analysis Project (github.com)
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One Click Deep Fakes using Roop -Tutorial
See this thread: https://github.com/deepinsight/insightface/issues/2315
What are some alternatives?
Face Recognition - The world's simplest facial recognition api for Python and the command line
facenet - Face recognition using Tensorflow
sd-webui-roop - roop extension for StableDiffusion web-ui
CompreFace - Leading free and open-source face recognition system
FaceFusion - Next generation face swapper and enhancer
DeepCamera - Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
human - Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition
core - .NET news, announcements, release notes, and more!
roop - one-click face swap
anime-face-detector - Anime Face Detector using mmdet and mmpose
facematch - Facematch is a tool to verifies if two photos contain the same person.