Code and assignment repository for the Imperial College Mathematics department Deep Learning course

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Pytorch code for managing distributed training experiments.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

A complete computer science study plan to become a software engineer.

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

Segmentation realize Deeperlab only segmentation part

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

Implementation of GQN in PyTorch

Unsupervised Language Modeling at scale for robust sentiment classification

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

A PyTorch implementation of DenseNet.

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

A technical report on convolution arithmetic in the context of deep learning

The PatchCamelyon (PCam) deep learning classification benchmark.

Simple tutorials for building neural networks with TensorFlow Eager mode.

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

Image Completion with Deep Learning in TensorFlow

Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"

An educational resource to help anyone learn deep reinforcement learning.

Models built with TensorFlow

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

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

Fast and flexible AutoML with learning guarantees.