clcarwin/sphereface_pytorch

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Language
Python
License
MIT License
Created about 7 years ago
Updated over 1 year ago

clcarwin/sphereface_pytorch

clcarwin

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A PyTorch Implementation of SphereFace.

SphereFace

A PyTorch Implementation of SphereFace. The code can be trained on CASIA-Webface and the best accuracy on LFW is 99.22%.

SphereFace: Deep Hypersphere Embedding for Face Recognition

Train

python train.py

Test

# lfw.tgz to lfw.zip
tar zxf lfw.tgz; cd lfw; zip -r ../lfw.zip *; cd ..

# lfw evaluation
python lfw_eval.py --model model/sphere20a_20171020.pth

Pre-trained models

Model name	LFW accuracy	Training dataset
20171020	0.9922	CASIA-WebFace

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References

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

convert_torch_to_pytorch

Convert torch t7 model to pytorch model and source.

SFD_pytorch

A PyTorch Implementation of Single Shot Scale-invariant Face Detector.

alpaca-weight

Train llama with lora on one 4090 and merge weight of lora to work as stanford alpaca.

x11vnc

x11vnc set and get clipboard by xclip

node-mdwiki

The mdwiki is a wiki system base on markdown syntax. All documents and attachments are stored in the filesystem.

node-jssp

JavaScript Server Page on nodejs. Template engine and embedding nodejs code in html.