Classification with PyTorch.

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

Accelerate Neural Net Training by Progressively Freezing Layers

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

Various CNN models for CIFAR10 with Chainer

PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)

Handwritten digit recognition with MNIST & Keras

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

This repository was created as an implementation approach for a project on "Watermarking Deep Neural Networks".

Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence

Caffe Wide-Residual-Network (WRN) Generator

Implementing and comparing performance of various deep learning models on CIFAR-10 dataset

Decathlon Multiple Visual Domains with Residual Adapters in Keras

Implementation of a Wide Residual Network on Tensorflow for Image Classification. Trained and tested on Cifar10 dataset.

Wide Residual Networks in Keras and PyTorch

Estimate number and location of people in crowd image

A model to classify gender, age and ethnicity of a person

Wide-Resnet-Ensemble implementation for CIFAR100 kaggle submission: >83.97% on kaggle private leaderboard

This repository contains code for pretraining Wide Residual Network (WRN) using ImageNet