Top 3972 pytorch open source projects

Deep learning with spiking neural networks (SNNs) in PyTorch.

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

This repository is an unoffical PyTorch implementation of Medical segmentation in 3D and 2D.

PyTorch implementation of DeepLabv3

Modularized Implementation of Deep RL Algorithms in PyTorch

pytorch tutorial for beginners

PyTorch Implementation of REINFORCE for both discrete & continuous control

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 your tastes.

Deep learning toolkit-enabled VLSI placement

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

Unofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

Learning Depth from Monocular Videos using Direct Methods, CVPR 2018

MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices

通用深度学习推理服务，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Hummingbird compiles trained ML models into tensor computation for faster inference.

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

A simple pytorch implementation of CenterNet (Objects as Points)

face keypoints deteciton based on stackedhourglass

PyTorch based Deep Learning Toolbox

A highly efficient and modular implementation of Gaussian Processes in PyTorch

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

Oriented Response Networks, in CVPR 2017

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Siamese Network implementation using Pytorch

Facelet-Bank for Fast Portrait Manipulation (pytorch)

Code for my medium article

Visualizer for neural network, deep learning, and machine learning models

The Noise Contrastive Estimation for softmax output written in Pytorch

Convert trained PyTorch models to Keras, and the other way around

Pytorch version of Realtime Multi-Person Pose Estimation project

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

PyTorch implementation of beam search decoding for seq2seq models

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

Implementation of character based convolutional neural network

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

Transformer based on a variant of attention that is linear complexity in respect to sequence length

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

A PyTorch implementation of GraphRel

Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

LAMA - automatic model creation framework

View model summaries in PyTorch!

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.

Learning to Rank in PyTorch

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

基于Pytorch的中文聊天机器人 集成BeamSearch算法

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.