talenz

HAWQ

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

BitSplit

BitSplit Post-trining Quantization

vega

AutoML tools chain

mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

introRL

Intro to Reinforcement Learning (强化学习纲要）

ZeroQ

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

HitDet.pytorch

pycls

Codebase for Image Classification Research, written in PyTorch.

apollo

An open autonomous driving platform

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

APoT_Quantization

PyTorch implementation for the APoT quantization (ICLR 2020)

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

autogluon

Fast and Accurate ML in 3 Lines of Code

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

cifar10-fast

tracking_wo_bnw

Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"

Awesome-Deep-Neural-Network-Compression

Summary, Code for Deep Neural Network Quantization

LQ-Nets

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

RFCN-tensorflow

RFCN implementation in TensorFlow

amc

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

HessianFlow

amc-models

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

DSQ

pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"

yolact

A simple, fully convolutional model for real-time instance segmentation.

Ultra-Light-Fast-Generic-Face-Detector-1MB

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

PytorchToCaffe

Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

convNet.pytorch

ConvNet training using pytorch