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facenet-pytorch reviews and mentions
[D] Fast face recognition over video
3 projects | /r/MachineLearning | 22 Apr 2023
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
Random but unrepeated combinations?
2 projects | /r/learnprogramming | 3 Dec 2022
For now, I am trying to evaluate and get the accuracy of the FaceNet module. Like this example on facenet-pytorch, getting the accuracy relies on this file (pairs.txt) provided by the official site. Format description below:
Query regarding Multiple face recognization system
2 projects | /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.
A note from our sponsor - InfluxDB
www.influxdata.com | 6 Jun 2023
timesler/facenet-pytorch is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of facenet-pytorch is Python.
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