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Query regarding Multiple face recognization system
2 projects | reddit.com/r/MLQuestions | 25 Nov 2021
It's generally better to split the task into a multiple tasks. First I'd want to detect and extract faces. There are a number of pretrained models that you could use for that, e.g. https://github.com/timesler/facenet-pytorch, https://github.com/opencv/opencv/tree/master/data/haarcascades. Once you've extracted faces, you can train a facial recognition using something like a siamese network as you normally would.
[P] Facial Recognition with AWS Rekognition or Azure Vision
7 projects | reddit.com/r/MachineLearning | 20 Aug 2021
For face recognition - CompreFace. Disclaimer - I created it, as an alternative you can use MachineBox, but it's not open source and has limits. Also, I think, you will use some software to control the system, e.g. Frigate or Home Assistant, I think this repository can be useful for you.
Database for Face Recognition
3 projects | reddit.com/r/learnprogramming | 1 Aug 2021
If you have a really simple application, you can just save the encodings into the files. If not - it's better to use a database. SQL is ok. But for the best results, I would suggest using milvus.io, as it was created for saving vectors and finding the distances (I haven't tried it, though). If your final goal is not to learn face recognition basics, you can just use free ready to use solutions like CompreFace and Machinebox
CompreFace - Free and open-source self-hosted face recognition system
1 project | reddit.com/r/ArtificialInteligence | 14 May 2021
Free and Open-Source Face Recognition System that can be integrated into any system without prior AI knowledge: https://exadel.com/solutions/compreface/
CompreFace - Free and open-source self-hosted face recognition system from Exadel
5 projects | reddit.com/r/selfhosted | 7 May 2021
CompreFace Version 0.5 is Live! Here’s What’s New
4 projects | reddit.com/r/coolgithubprojects | 7 May 2021
Facial Recognition software or library?
2 projects | reddit.com/r/software | 26 Apr 2021
Have you considered CompreFace?
Process Frigate events with Facebox for presence detection
1 project | reddit.com/r/homeassistant | 24 Feb 2021
Also found out about the the[CompreFace](https://github.com/exadel-inc/CompreFace) project and added support for their facial recognition. So far the results have been pretty promising!
CompreFace - Free and open-source face recognition system from Exadel
1 project | reddit.com/r/raspberry_pi | 22 Feb 20211 project | reddit.com/r/MachineLearning | 22 Feb 20211 project | reddit.com/r/datascience | 22 Feb 2021
What are some alternatives?
double-take - Unified UI and API for processing and training images for facial recognition.
frigate - NVR with realtime local object detection for IP cameras
Face Recognition - The world's simplest facial recognition api for Python and the command line
librephotos - A self-hosted open source photo management service. This is the repository of the backend.
insightface - State-of-the-art 2D and 3D Face Analysis Project
Home Assistant - :house_with_garden: Open source home automation that puts local control and privacy first.
facenet - Face recognition using Tensorflow
react-native-camera - A Camera component for React Native. Also supports barcode scanning!
core - Home repository for .NET Core
core - Online IDE powered by Visual Studio Code ⚡️
milvus - An open-source vector database for scalable similarity search and AI applications.
ocr-tesseract-docker - OCR using Python, Tesseract and OpenCV in a Docker container