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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/d-x-y/landmark-detection

Four landmark detection algorithms, implemented in PyTorch.

facial-landmarks keypoint-detection landmark-detection pytorch style-transfer

Last synced: 25 Dec 2024

https://github.com/D-X-Y/landmark-detection

Four landmark detection algorithms, implemented in PyTorch.

facial-landmarks keypoint-detection landmark-detection pytorch style-transfer

Last synced: 28 Oct 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: 24 Dec 2024

https://github.com/alexandre01/deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

autoencoder deep-learning deep-svg library machine-learning python pytorch sketch-rnn sketches svg svg-animations svg-vae transformer

Last synced: 13 Nov 2024

https://github.com/mukosame/zooming-slow-mo-cvpr-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

cvpr cvpr2020 pytorch spatio-temporal super-resolution video video-frame-interpolation video-super-resolution

Last synced: 24 Dec 2024

https://github.com/nv-tlabs/gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 22 Dec 2024

https://github.com/nv-tlabs/GSCNN

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 31 Oct 2024

https://github.com/yeyupiaoling/whisper-finetune

Fine-tune the Whisper speech recognition model to support training without timestamp data, training with timestamp data, and training without speech data. Accelerate inference and support Web deployment, Windows desktop deployment, and Android deployment

android asr chinese ctranslate2 huggingface lora pytorch speech-recognition transformers web whisper

Last synced: 27 Dec 2024

https://github.com/huggingface/torchMoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

deep-learning machine-learning natural-language-processing python pytorch

Last synced: 04 Nov 2024

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: 26 Dec 2024

https://github.com/raminmh/cfc

Closed-form Continuous-time Neural Networks

deep-learning neural-ode pytorch recurrent-neural-networks sequence-models tensorflow

Last synced: 25 Dec 2024

https://github.com/Mukosame/Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

cvpr cvpr2020 pytorch spatio-temporal super-resolution video video-frame-interpolation video-super-resolution

Last synced: 29 Oct 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: 27 Dec 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 Dec 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/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: 22 Dec 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/cloneofsimo/mindiffusion

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

diffusion pytorch

Last synced: 27 Dec 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: 26 Dec 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: 25 Dec 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: 27 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/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: 23 Dec 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: 27 Dec 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: 27 Dec 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: 22 Dec 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: 27 Dec 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: 20 Nov 2024

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

Explainability for Vision Transformers

deep-learning explainable-ai pytorch transformer vision-transformer

Last synced: 27 Dec 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/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/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: 27 Dec 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: 28 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/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: 28 Dec 2024

https://github.com/pytorch/benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

benchmark pytorch

Last synced: 26 Dec 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/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/xcmyz/fastspeech

The Implementation of FastSpeech based on pytorch.

deep-learning pytorch speech-synthesis

Last synced: 25 Dec 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/yeyupiaoling/voiceprintrecognition-pytorch

This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the same time, this project also supports MelSpectrogram, Spectrogram data preprocessing methods

arcface ecapa-tdnn pytorch speaker-recognition voice-recognition

Last synced: 27 Dec 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: 26 Dec 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: 25 Dec 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: 22 Nov 2024

https://github.com/xinntao/facexlib

FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

alignment assessment deep-learning detection face headpose matting parsing pytorch recognition tracking

Last synced: 26 Dec 2024

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

A PyTorch Implementation of FaceBoxes

face-detection faceboxes pytorch

Last synced: 28 Oct 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: 27 Dec 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: 27 Nov 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/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: 22 Dec 2024

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

A PyTorch implementation of DenseNet.

deep-learning densenet pytorch

Last synced: 28 Dec 2024

https://github.com/huggingface/optimum-quanto

A pytorch quantization backend for optimum

optimum pytorch quantization

Last synced: 04 Dec 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/redisai/redisai

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 24 Dec 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: 27 Nov 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/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/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: 25 Dec 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