lydiaji

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

KD_methods_with_TF

Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)

bit-rnn

Quantize weights and activations in Recurrent Neural Networks.

ncnn-android-squeezenet

The squeezenet image classification android example

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

AutoAugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

carla

Open-source simulator for autonomous driving research.

quant_aware_training

fixed-point, symmetric, power-of-2 quantization-aware training in tensorflow 1.13.1

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

fold

Deep learning with dynamic computation graphs in TensorFlow

PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

cifar10-fast

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-GoogleNet

Multi-gpu training for GoogLeNet in tensorflow

imagenet

TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset

tensorflow_multigpu_imagenet

Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU support + Transfer Learning support

ZFNet

ZFNet (or ZF-Net) implementation by Tensorflow.

caffe

Caffe: a Fast framework for neural networks. For the most recent version, check out branch dev. For a more stable version, check out branch master.

semanticCNN

netadapt

This repo contains the official Pytorch reimplementation of the paper "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications".

tensorflow

An Open Source Machine Learning Framework for Everyone

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Quantized-ENAS-ConvNets

Quantized (half-precision) CNNs via Efficient Neural Architecture Search (ENAS)

ENAS-Quantized-Neural-Networks

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

progress

Easy to use progress bars for Python

gym_torcs