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pytorch-implementation x

328 search results found

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Pytorch Vae ⭐ 5,292

A Collection of Variational Autoencoders (VAE) in PyTorch.

Manga Image Translator ⭐ 3,225

Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

[CVPR2020] Adversarial Latent Autoencoders

Pytorch Gat ⭐ 1,815

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Iqa Pytorch ⭐ 1,225

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...

Unboundednerfpytorch ⭐ 1,056

State-of-the-art, simple, fast unbounded / large-scale NeRFs.

Blitz Bayesian Deep Learning ⭐ 817

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).

Bigscity Libcity ⭐ 721

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Transformer Tts ⭐ 599

A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

Faceformer ⭐ 581

[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers

Nndetection ⭐ 468

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.

Openlongtailrecognition Oltr ⭐ 462

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

Dropblock ⭐ 408

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

6drepnet ⭐ 403

Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

Cyclegan Vc2 ⭐ 391

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Seg Uncertainty ⭐ 374

IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Text To Motion ⭐ 336

Official implementation for "Generating Diverse and Natural 3D Human Motions from Texts."

Fl Bench ⭐ 316

Benchmark of federated learning. Dedicated to the community. 🤗

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

Cp Vton Plus ⭐ 310

Official implementation for "CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On", CVPRW 2020

The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Efficientnetv2.pytorch ⭐ 296

PyTorch implementation of EfficientNetV2 family

Mobilenetv3.pytorch ⭐ 279

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet

Sentimentanalysis ⭐ 260

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

Stargan Voice Conversion ⭐ 258

This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks

Photometric_optimization ⭐ 256

Photometric optimization code for creating the FLAME texture space and other applications

Pytorch_blazeface ⭐ 241

Unofficial PyTorch implementation of BlazeFace

Emotion2vec ⭐ 238

Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Multigraph_transformer ⭐ 232

accepted by IEEE TNNLS, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"

Glcic Pytorch ⭐ 230

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

(ECCV2020 Workshops) Efficient Image Super-Resolution Using Pixel Attention.

Pytorch Attention ⭐ 222

🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥

Stylegan.pytorch ⭐ 216

A PyTorch implementation for StyleGAN with full features.

Lottery Ticket Hypothesis In Pytorch ⭐ 209

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

L2cs Net ⭐ 205

The official PyTorch implementation of L2CS-Net for gaze estimation and tracking

Explainable Cnn ⭐ 196

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Octconv.pytorch ⭐ 187

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

Vit V Net_for_3d_image_registration_pytorch ⭐ 185

Vision Transformer for 3D medical image registration (Pytorch).

Chexpert ⭐ 179

Top 1 solution of Chexpert

Multiposenet.pytorch ⭐ 178

pytorch implementation of MultiPoseNet (ECCV 2018, Muhammed Kocabas et al.)

Craft Remade ⭐ 172

Implementation of CRAFT Text Detection

Skillful_nowcasting ⭐ 171

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

Pytorch_influence_functions ⭐ 168

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

Selecsls Pytorch ⭐ 165

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

Everybody_dance_now_pytorch ⭐ 160

A PyTorch Implementation of "Everybody Dance Now" from Berkeley AI lab.

Mobilehumanpose ⭐ 160

This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).

[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

Depth Completion ⭐ 143

🍀 Official pytorch implementation of "Indoor Depth Completion with Boundary Consistency and Self-Attention. Huang et al. RLQ@ICCV 2019."

Text_recognition_toolbox ⭐ 141

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

Frontalization ⭐ 139

Pytorch deep learning face frontalization model

Resunetplusplus ⭐ 135

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM)

Pytorch Multi Class Focal Loss ⭐ 132

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Opencompounddomainadaptation Ocda ⭐ 125

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

Elasticface ⭐ 124

Official repository for ElasticFace: Elastic Margin Loss for Deep Face Recognition

Pytorch Examples ⭐ 123

train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc

Pytorch Stargan Vc ⭐ 123

Fully reproduce the paper of StarGAN-VC. Stable training and Better audio quality .

Pixelssl ⭐ 123

A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks

Ste Nvan ⭐ 121

Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification (BMVC 2019)

Deeprl_algorithms ⭐ 112

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Mlwithpytorch ⭐ 107

Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

Transmef ⭐ 106

Official PyTorch implementation of our AAAI22 paper: TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning.

Resunetplusplus With Crf And Tta ⭐ 106

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Las_mandarin_pytorch ⭐ 104

Listen, attend and spell Model and a Chinese Mandarin Pretrained model (中文-普通话 ASR模型)

Neural Question Generation ⭐ 103

Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

MixVPR: Feature Mixing for Visual Place Recognition (WACV 2023)

Self-Supervised Learning in PyTorch

Negative Margin.few Shot ⭐ 99

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

Pytorchdeeplearing ⭐ 98

Meidcal Image Segmentation Pytorch Version

Pytorch Fcn Easiest Demo ⭐ 97

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Pynet Pytorch ⭐ 90

Generating RGB photos from RAW image files with PyNET (PyTorch)

Sdtw_pytorch ⭐ 90

Implementation of soft dynamic time warping in pytorch

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

2d Gaussian Splatting ⭐ 90

A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!

Awesome Test Time Adaptation ⭐ 88

Collection of awesome test-time adaptation methods.

Kinectfusion ⭐ 87

KinectFusion implemented in Python with PyTorch

Restoring Extremely Dark Images In Real Time ⭐ 86

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

[ECCV2022]"Unified Implicit Neural Stylization" which proposes a unified stylization framework for SIREN, SDF and NeRF

Cyclegan Vc3 ⭐ 82

Voice Conversion by CycleGAN (语音克隆/语音转换)：CycleGAN-VC3

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses

Moirephotorestoration Mcnn ⭐ 79

This is an unofficial reproduction of paper Moir´e Photo Restoration Using Multiresolution Convolutional Neural Networks.(PyTorch)

Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information

[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"

Covidnet ⭐ 78

PyTorch implementation of COVID-Net https://github.com/lindawangg/COVID-Net

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