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quantized-neural-network

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guan-yuan /Awesome-AutoML-and-Lightweight-Models

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.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

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

UpdatedJun 19, 2021

zhiqiangdon /CU-Net

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

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

UpdatedAug 16, 2021
Python

EEESlab /mobilenet_v1_stm32_cmsis_nn

Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support

deep-neural-networks neural-network tensorflow stm32 cnn imagenet deeplearning convolutional-neural-networks cortex-m7 arm-cortex-m7 imagenet-classifier edge-computing mobilenet cmsis-nn quantized-neural-network qnn low-power-mcu quantized-neural-networks pythorch

UpdatedMar 6, 2020
C

EEESlab /CMSIS_NN-INTQ

INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target

deep-neural-networks neural-network tensorflow stm32 neural-networks cmsis arm-cortex-m7 stm32h7 cmsis-nn quantized-neural-network qnn low-power-mcu pythorch

UpdatedJan 10, 2020
C

iappley08 /Quantized-CapsNet

tensorflow capsule-network quantized-neural-network

UpdatedJul 31, 2018
Python

WXB506 /QuantizedNeuralNetworks-Keras-Tensorflow

Quantized Neural Networks - networks trained for inference at arbitrary low precision.

quantized-neural-network

UpdatedNov 28, 2017
Python

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