Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

95.16% on CIFAR10 with PyTorch

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Simple 3D interior simulator for RL & robotics research

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and you…

A framework for data augmentation for 2D and 3D image classification and segmentation

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

This repo is an implementation of quantized CNN for both weights (1-bit compression) and feature maps (2-bit compression).

A memory-efficient implementation of DenseNets

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

Cayman is a Jekyll theme for GitHub Pages

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Contains examples for the Movidius Neural Compute Stick.

Datasets, Transforms and Models specific to Computer Vision

BlockDrop: Dynamic Inference Paths in Residual Networks

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Learning Dynamic Routing in Convolutional Networks

Baseline Systems of DuReader Dataset