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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/adaptivemotorcontrollab/cebra

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

contrastive-learning machine-learning neuroscience-methods pytorch

Last synced: 11 Oct 2024

https://github.com/vita-group/enlightengan

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

gan generative-adversarial-networks low-light low-light-enhance pytorch unsupervised-learning

Last synced: 16 Nov 2024

https://github.com/VITA-Group/EnlightenGAN

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

gan generative-adversarial-networks low-light low-light-enhance pytorch unsupervised-learning

Last synced: 03 Nov 2024

https://github.com/lucasjinreal/alfred

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

3d-object-detection alfred alfred-py deeplearning network pycocotools pytorch segmentation sensor-fusion video-combiner

Last synced: 13 Nov 2024

https://github.com/jinfagang/alfred

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

3d-object-detection alfred alfred-py deeplearning network pycocotools pytorch segmentation sensor-fusion video-combiner

Last synced: 08 Aug 2024

https://github.com/DataXujing/YOLO-v5

:art: Pytorch YOLO v5 训练自己的数据集超详细教程!!! :art: (提供PDF训练教程下载)

object-detection pytorch yolov5

Last synced: 09 Nov 2024

https://github.com/xiaoyufenfei/Efficient-Segmentation-Networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

camvid cityscapes computer-vision driving-scene-understanding efficient-segmentation-networks image-segmentation lightweight-semantic-segmentation neural-networks pytorch real-time-semantic-segmentation scene-understanding segmentation semantic-segmentation semantic-segmentation-models

Last synced: 31 Oct 2024

https://github.com/nyoki-mtl/pytorch-EverybodyDanceNow

Implementation of Everybody Dance Now by pytorch

everybody-dance-now pytorch

Last synced: 04 Nov 2024

https://github.com/RL-VIG/LibFewShot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

few-shot-learning fine-tuning image-classification meta-learning pytorch

Last synced: 15 Nov 2024

https://github.com/sirius-ai/LPRNet_Pytorch

Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.

ctc-loss license-plate-recognition lprnet plate-detection plate-recognition pytorch

Last synced: 28 Oct 2024

https://github.com/nvidia/retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

deep-learning neural-network object-detection python pytorch retinanet tensorrt

Last synced: 29 Oct 2024

https://github.com/NVIDIA/retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

deep-learning neural-network object-detection python pytorch retinanet tensorrt

Last synced: 07 Aug 2024

https://github.com/dvgodoy/pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch

Last synced: 13 Nov 2024

https://github.com/jacobgil/pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

deep-learning pruning pytorch

Last synced: 13 Nov 2024

https://github.com/moemen95/Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 15 Nov 2024

https://github.com/lonepatient/bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet

Last synced: 13 Nov 2024

https://github.com/moemen95/pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 12 Nov 2024

https://github.com/moemen95/PyTorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 02 Nov 2024

https://github.com/easezyc/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

deep-transfer-learning domain-adaptation pytorch transfer-learning

Last synced: 13 Nov 2024

https://github.com/switchablenorms/Switchable-Normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

convolutional-neural-networks deeplearning imagenet normalization pytorch

Last synced: 13 Nov 2024

https://github.com/allegro/allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 11 Nov 2024

https://github.com/allegro/allrank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 13 Nov 2024

https://github.com/frotms/paddleocr2pytorch

PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

crnn db multilingual-models ocr paddleocr paddlepaddle pytorch pytorchocr

Last synced: 15 Oct 2024

https://github.com/baal-org/baal

Bayesian active learning library for research and industrial usecases.

active-learning ai bayesian-active-learning deep-learning machine-learning python pytorch

Last synced: 15 Nov 2024

https://github.com/vahidk/tfrecord

Standalone TFRecord reader/writer with PyTorch data loaders

dataset loader pytorch tensorflow tfrecord

Last synced: 15 Nov 2024

https://github.com/dvgodoy/PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch

Last synced: 28 Oct 2024

https://github.com/explosion/curated-transformers

🤖 A PyTorch library of curated Transformer models and their composable components

albert bert camembert dolly2 falcon gptneox llama llm llms nlp pytorch roberta transformer transformers xlm-roberta

Last synced: 07 Oct 2024

https://github.com/philipperemy/n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

deep-learning neural-networks pytorch series-forecasting

Last synced: 21 Oct 2024

https://github.com/ZhiqingXiao/rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

deep-reinforcement-learning gym openai-gym python pytorch reinforcement-learning tensorflow tensorflow2

Last synced: 03 Nov 2024

https://github.com/lonePatient/Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

albert bert fine-tuning multi-label-classification nlp pytorch pytorch-implmention text-classification transformers xlnet

Last synced: 04 Aug 2024

https://github.com/airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser

Last synced: 14 Nov 2024

https://github.com/jacobgil/vit-explain

Explainability for Vision Transformers

deep-learning explainable-ai pytorch transformer vision-transformer

Last synced: 13 Nov 2024

https://github.com/liyuanlucasliu/lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

crf language-model ner pytorch sequence-labeling

Last synced: 16 Nov 2024

https://github.com/zisianw/FaceBoxes.PyTorch

A PyTorch Implementation of FaceBoxes

face-detection faceboxes pytorch

Last synced: 28 Oct 2024

https://github.com/wasidennis/AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

adversarial-learning computer-vision deep-learning domain-adaptation generative-adversarial-network pytorch semantic-segmentation

Last synced: 05 Aug 2024

https://github.com/MediaBrain-SJTU/MING

明医 (MING):中文医疗问诊大模型

consultation huggingface llm medical pytorch transformers

Last synced: 16 Nov 2024

https://github.com/minzhang-whu/change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 14 Nov 2024

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 01 Nov 2024

https://github.com/bamos/densenet.pytorch

A PyTorch implementation of DenseNet.

deep-learning densenet pytorch

Last synced: 13 Nov 2024

https://github.com/hkchengrex/cascadepsp

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

computer-vision cvpr2020 deep-learning high-resolution pytorch refinement-network segmentation segmentation-refinement

Last synced: 17 Nov 2024

https://github.com/BUPT-GAMMA/OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

dgl graph-neural-networks heterogeneous pytorch

Last synced: 08 Aug 2024

https://github.com/voldemortX/pytorch-auto-drive

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

apex cityscapes culane deeplab erfnet fcn gtav lane-detection lstr mobilenet onnx pascal-voc pytorch resa scnn semantic-segmentation tensorboard tensorrt tusimple

Last synced: 28 Oct 2024

https://github.com/redisai/redisai

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 14 Nov 2024

https://github.com/pytorch/translate

Translate - a PyTorch Language Library

artificial-intelligence machine-learning onnx pytorch

Last synced: 26 Sep 2024

https://github.com/RedisAI/RedisAI

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 30 Oct 2024

https://github.com/goru001/inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

data-augmentation deep-learning indic-languages nlp pytorch sentence-embeddings sentence-encoding sentence-similarity word-embeddings

Last synced: 18 Nov 2024

https://github.com/nashory/pggan-pytorch

:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:

celeba-hq-dataset gan generative-adversarial-network progressive-gan progressively-growing-gan pytorch tensorboard

Last synced: 05 Nov 2024

https://github.com/diegoalejogm/gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

cyclegan dcgans gans gans-collections paper-implementations pytorch tensorflow

Last synced: 07 Aug 2024

https://github.com/geoopt/geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

optimization pytorch riemannian-geometry riemannian-manifold riemannian-optimization

Last synced: 30 Oct 2024

https://github.com/MontaEllis/Pytorch-Medical-Segmentation

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

medical-image-processing pytorch segmentation torchio

Last synced: 07 Aug 2024

https://github.com/agrimgupta92/sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

deep-learning generative-adversarial-network human-trajectory-prediction pytorch social-navigation trajectory-prediction

Last synced: 10 Nov 2024

https://github.com/cloneofsimo/minDiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

diffusion pytorch

Last synced: 30 Oct 2024

https://github.com/haofanwang/controlnet-for-diffusers

Transfer the ControlNet with any basemodel in diffusers🔥

aigc controlnet diffusers pytorch tutorials

Last synced: 14 Nov 2024

https://github.com/doragd/chinese-chatbot-pytorch-implementation

:four_leaf_clover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

chatbot chinese-nlp deep-learning pytorch pytorch-nlp

Last synced: 29 Oct 2024

https://github.com/kimhc6028/relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

deep-learning pytorch relational-networks

Last synced: 02 Nov 2024

https://github.com/Replicable-MARL/MARLlib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

deep-reinforcement-learning multi-agent-reinforcement-learning pytorch ray rllib

Last synced: 30 Oct 2024

https://github.com/wujiyang/Face_Pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

arcface cosface face-recognition pytorch sphereface

Last synced: 28 Oct 2024

https://github.com/xxxnell/how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

loss-landscape pytorch self-attention transformer vision-transformer

Last synced: 15 Nov 2024

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/megvii-research/IJCAI2023-CoNR

IJCAI2023 - Collaborative Neural Rendering using Anime Character Sheets

anime computer-graphics computer-vision deep-learning pytorch

Last synced: 08 Nov 2024

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 09 Nov 2024

https://github.com/shadow2496/VITON-HD

Official PyTorch implementation of "VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization" (CVPR 2021)

deep-learning pytorch

Last synced: 08 Nov 2024

https://github.com/996refuse/zheye

者也 - 知乎 倒立的文字 汉字验证码识别程序

gmm neural-network python pytorch zhihu

Last synced: 13 Nov 2024