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320

1.5k

apache-2.0

119

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

ml keras pruning sparsity tensorflow compression optimization quantization deep-learning machine-learning model-compression quantized-networks quantized-training quantized-neural-networks

Created 2018-10-31

830 commits to master branch, last one about a month ago

awesome-AutoML-and-Lightweight-Models guan-yuan

161

827

unknown

55

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hype...

nas automl pytorch tensorflow awesome-list quantization meta-learning model-compression model-acceleration quantized-training architecture-search quantized-neural-network neural-architecture-search hyperparameter-optimization automated-feature-engineering

Created 2018-12-28

187 commits to master branch, last one 3 years ago

CU-Net zhiqiangdon

40

225

apache-2.0

14

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

u-net face-align quantized-training human-pose-estimation quantized-neural-network

Created 2018-07-25

37 commits to master branch, last one 2 years ago