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Awesome

Network architecture

Network-acceleration

Network Compression

Network quantization

Binary networks

Convolution decomposition

Pruning

Frameworks

Training smaller model based on existing one

Face recognition

Face detection

Blog posts

https://machinethink.net/blog/mobile-architectures/

To look at:

https://github.com/csyhhu/Awesome-Deep-Neural-Network-Compression
https://github.com/wpf535236337/real-time-network
https://github.com/dkozlov/awesome-knowledge-distillation
https://github.com/memoiry/Awesome-model-compression-and-acceleration
https://github.com/ljk628/ML-Systems/blob/master/dl_cnn.md
https://github.com/songhan/SqueezeNet-Deep-Compression
https://github.com/jiaxiang-wu/quantized-cnn
https://github.com/andyhahaha/Convolutional-Neural-Network-Compression-Survey
https://github.com/Zhouaojun/Efficient-Deep-Learning
https://github.com/ZFTurbo/Keras-inference-time-optimizer
https://github.com/becauseofAI/MobileFace
https://github.com/MingSun-Tse/EfficientDNNs
https://github.com/csyhhu/Awesome-Deep-Neural-Network-Compression