Open-source alternatives to TensorFlow Xception

:fire::fire: A MXNet implementation of Squeeze-and-Excitation Networks (SE-ResNext, SE-Resnet, SE-Inception-v4 and SE-Inception-Resnet-v2) :fire::fire:

PyTorch implementation of PNASNet-5 on ImageNet

A Gluon implementation of Mnasnet

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

TensorFlow implementation of GoogLeNet and Inception for image classification.

This repository contains the code and trained models of "Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks".

Dual Path Networks

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

CBAM: Convolutional Block Attention Module for CIFAR10 on ResNet backbone with Pytorch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

TensorFlow implementation of PNASNet-5 on ImageNet

This is a fast caffe implementation of ShuffleNet.

MetaQNN Codebase

DenseNet Implementation in Keras with ImageNet Pretrained Models

Residual Attention Network for Image Classification

FractalNet: A fractal-based neural network architecture

This project contains the code implementation used for the experiments in the paper:

Code and Pretrained model for IGCV3

Squeeze-and-Excitation Networks

Implementation of BAM: Bottleneck Attention Module with TensorFLow

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

DeepLab v3+ model in PyTorch. Support different backbones.

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

CNN architecture exploration using Genetic Algorithm