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Heng-Kuan Lee's Projects

adanet icon adanet

Fast and flexible AutoML with learning guarantees.

amc icon amc

[ECCV 2018] PyTorch implementation for AMC: AutoML for Model Compression and Acceleration on Mobile Devices.

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-int8-convert-tools icon caffe-int8-convert-tools

This convert tools is base on TensorRT Int8 calibration tools,which use the KL algorithm to find the suitable threshold to quantize the activions from Float32 to Int8(-128 - 127).

cmsis_5 icon cmsis_5

CMSIS Version 5 Development Repository

color_restorer icon color_restorer

It is a python implementation for Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images

computelibrary icon computelibrary

The ARM Computer Vision and Machine Learning library is a set of functions optimised for both ARM CPUs and GPUs using SIMD technologies.

deepspeech icon deepspeech

A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

dfq icon dfq

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

distiller icon distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

doc icon doc

Documentation for NVDLA.

embedded-neural-network icon embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

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