PyTorch | Ecosyste.ms: Awesome

https://github.com/ENSTA-U2IS-AI/torch-uncertainty

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

bayesian-network computer-vision ensembles mixup neural-networks predictive-uncertainty pytorch reliable-ai trustworthy-machine-learning uncertainty uncertainty-quantification

Last synced: 01 Aug 2024

https://minyoungg.github.io/pix2latent/

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

biggan cma-es gan inverting-images nevergrad pytorch stylegan2

Last synced: 02 Aug 2024

https://github.com/p0p4k/pflowtts_pytorch

Unofficial implementation of NVIDIA P-Flow TTS paper

deep-learning flow-matching pflow pytorch text-to-speech tts

Last synced: 08 Aug 2024

https://github.com/Oulu-IMEDS/pytorch_bn_fusion

Batch normalization fusion for PyTorch

batch-normalization deep-learning deep-neural-networks inference-optimization pytorch

Last synced: 07 Aug 2024

https://github.com/minyoungg/pix2latent

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

biggan cma-es gan inverting-images nevergrad pytorch stylegan2

Last synced: 01 Aug 2024

https://github.com/Xharlie/BtcDet

Behind the Curtain: Learning Occluded Shapes for 3D Object Detection

3d 3d-object-detection aaai-2022 aaai2022 autonomous-driving autonomous-vehicles computer-vision deep-learning generative-model lidar lidar-point-cloud object-detection occlusion occlusion-handling point-cloud pytorch self-driving self-driving-car

Last synced: 31 Jul 2024

https://github.com/helmholtz-analytics/heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

array-api data-analytics data-processing data-science distributed gpu hpc machine-learning massive-datasets mpi mpi4py multi-gpu multi-node-cluster numpy parallelism python pytorch tensors

Last synced: 24 Sep 2024

https://github.com/hityzy1122/opencv_transforms_torchvision

opencv reimplement for transforms in torchvision

opencv pillow pytorch torchvision

Last synced: 24 Sep 2024

https://github.com/napsternxg/pytorch-practice

Some example scripts on pytorch

deep-learning machine-learning pytorch pytorch-tutorial

Last synced: 03 Aug 2024

https://github.com/wmcnally/golfdb

GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.

action-recognition event-detection golf pytorch temporal video

Last synced: 13 Aug 2024

https://github.com/ssube/onnx-web

web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

ai-art amd diffusion esrgan flask generative-art gfpgan image-generation linux nvidia python pytorch reactjs stable-diffusion super-resolution text2image upscaling web-app windows

Last synced: 07 Aug 2024

https://github.com/zjunlp/KnowPrompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

dataset dialogre few-shot-learning knowledge-informed-prompt-learning knowprompt prompt prompt-learning prompt-tuning pytorch re relation-extraction semeval tacred text-classification

Last synced: 03 Aug 2024

https://github.com/lettucecfd/lettuce

Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method

cfd lattice-boltzmann machine-learning physics-simulation pytorch torch

Last synced: 05 Aug 2024

https://github.com/autonise/CRAFT-Remade

Implementation of CRAFT Text Detection

craft detection ocr pytorch pytorch-implementation text-detection weak-supervision

Last synced: 01 Aug 2024

https://github.com/Karel911/TRACER

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

aaai-2022 aaai2022 attention attention-mechanism background-removal image-segmentation pytorch pytorch-implementation salient-object-detection

Last synced: 01 Aug 2024

https://github.com/LeapLabTHU/EfficientTrain

1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

computer-vision deep-learning efficient-training machine-learning pytorch

Last synced: 01 Aug 2024

https://github.com/isl-org/Open3D-PointNet

Open3D PointNet implementation with PyTorch

open3d pointnet pytorch

Last synced: 31 Jul 2024

https://github.com/qanastek/HugsVision

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

bert computer-vision deep-learning deit detr huggingface image-classification image-generation machine-learning object-detection pretrained-models pythorch pytorch pytorch-transformers semantic-segmentation state-of-the-art torchvision transformers vit yolo

Last synced: 03 Aug 2024

https://github.com/lquirosd/P2PaLA

Page to PAGE Layout Analysis Tool

computer-vision deep-neural-networks document-layout-analysis gan generative-adversarial-network handwritten-text-recognition image-segmentation page-xml pix2pix pytorch

Last synced: 01 Aug 2024

https://github.com/curiousily/Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

bert deep-learning deploy-machine-learning deployment fastapi huggingface huggingface-transformer machine-learning python pytorch rest rest-api sentiment-analysis transformers uvicorn

Last synced: 13 Aug 2024

https://github.com/rlaphoenix/VSGAN

PyTorch-based Super-Resolution and Restoration Image Processing Module for VapourSynth

deep-learning editing esrgan gan image-manipulation python pytorch restoration upscaling vapoursynth

Last synced: 01 Aug 2024

https://github.com/TIO-IKIM/CellViT

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

ai cell digitalpathology microscopy ml python pytorch

Last synced: 02 Aug 2024

https://github.com/ghimiredhikura/Complex-YOLOv3

PyTorch implementation of Complex-YOLO paper with YoloV3

deep-learning object-detection pytorch

Last synced: 02 Aug 2024

https://github.com/Randl/ShuffleNetV2-pytorch

Implementation of ShuffleNetV2 for pytorch

cnn-model pytorch shufflenetv2

Last synced: 31 Jul 2024

https://github.com/guotong1988/NL2SQL-RULE

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

bert deep-learning knowledge knowledge-representation nl2sql nlp pytorch rule-inject-to-model semantic-parsing text2sql

Last synced: 02 Aug 2024

https://github.com/dccuchile/CC6204

Material del curso de Deep Learning de la Universidad de Chile

deep-learning pytorch uchile

Last synced: 31 Jul 2024

https://github.com/cmsflash/beauty-net

A simple, flexible, and extensible template for PyTorch. It's beautiful.

cnn computer-vision deep-learning image-classification pytorch pytorch-template

Last synced: 02 Aug 2024

https://github.com/lightforever/mlcomp

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research

Last synced: 01 Aug 2024

https://github.com/blue-season/pywarm

A cleaner way to build neural networks for PyTorch.

clean-code data-science deep-learning keras machine-learning neural-network neural-networks python3 pytorch

Last synced: 03 Aug 2024

https://github.com/mzjb/DeepH-pack

Deep neural networks for density functional theory Hamiltonian.

ab-initio-simulations deeph density-functional-theory dft equivariant-network first-principles-calculations hamiltonian julia physics pytorch

Last synced: 02 Aug 2024

https://github.com/jameschapman19/cca_zoo

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

canonical-correlation-analysis cca cca-zoo dcca deep kernel multiset-cca multiview pls pytorch tensor-cca

Last synced: 02 Aug 2024

https://github.com/lcswillems/torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

a2c a3c actor-critic advantage-actor-critic deep-reinforcement-learning minigrid multi-process ppo proximal-policy-optimization pytorch recurrent recurrent-neural-networks reinforcement-learning reward-shaping

Last synced: 07 Aug 2024

https://github.com/gwinndr/MusicTransformer-Pytorch

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

maestro mit music-generation music-transformer python pytorch transformer

Last synced: 01 Aug 2024

https://github.com/PengBoXiangShang/torchsketch

TPAMI 2022

cnn deep-learning gnn pytorch rnn sketch tcn

Last synced: 01 Aug 2024

https://github.com/fanglanting/skip-gram-pytorch

A complete pytorch implementation of skip-gram

embed pytorch spearman word2vec

Last synced: 07 Aug 2024

https://github.com/biasvariancelabs/aitlas

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

artificial-intelligence classification computer-vision dataset deep-learning deep-neural-networks earth-observation geospatial image-classification machine-learning models object-detection pytorch remote-sensing satellite-data satellite-images segmentation sentinel vision-transformer

Last synced: 03 Aug 2024

https://github.com/nicklashansen/voice-activity-detection

Voice Activity Detection (VAD) using deep learning.

convolutional-neural-networks deep-learning deep-neural-networks densenet focal-loss pytorch recurrent-neural-networks voice-activity-detection

Last synced: 03 Aug 2024

https://github.com/pengboxiangshang/torchsketch

TPAMI 2022

cnn deep-learning gnn pytorch rnn sketch tcn

Last synced: 24 Sep 2024

https://github.com/Bobholamovic/CDLab

Yet another repository for developing and benchmarking deep learning-based change detection methods.

change-detection deep-learning pytorch remote-sensing

Last synced: 03 Aug 2024

https://github.com/iamyuanchung/Autoregressive-Predictive-Coding

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

pre-training pytorch representation-learning self-supervised-learning unsupervised-learning

Last synced: 07 Aug 2024

https://github.com/chr5tphr/zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

attribution deep-learning explainability explainable-ai feature-attribution interpretability interpretable-ai interpretable-ml lrp machine-learning python pytorch xai

Last synced: 31 Jul 2024

https://github.com/mblondel/fenchel-young-losses

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

loss-functions probabilistic-classification pytorch sklearn tensorflow

Last synced: 24 Sep 2024

https://github.com/pycroscopy/atomai

Deep and Machine Learning for Microscopy

deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders

Last synced: 03 Aug 2024

https://github.com/SurajDonthi/Multi-Camera-Person-Re-Identification

State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.

computer-vision convolutional-neural-networks deep-learning dukemtmc-reid market-1501 mtmct multi-camera-tracking person-reidentification pytorch pytorch-lightning spatial-temporal

Last synced: 31 Jul 2024

https://github.com/obss/jury

Comprehensive NLP Evaluation System

datasets evaluate evaluation huggingface machine-learning metrics natural-language-processing nlp nlp-evaluation python pytorch transformers

Last synced: 02 Aug 2024

https://github.com/belskikh/kekas

Just another DL library

deep-learning kek neural-networks pytorch

Last synced: 03 Aug 2024

https://github.com/suinleelab/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

explainable-ai interpretable-deep-learning machine-learning pytorch tensorflow

Last synced: 02 Aug 2024

https://github.com/atomicarchitects/equiformer

[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

ai-for-science catalyst-design computational-chemistry deep-learning drug-discovery e3nn equivariant-graph-neural-network equivariant-neural-networks force-fields geometric-deep-learning graph-neural-networks interatomic-potentials machine-learning materials-science molecular-dynamics pytorch

Last synced: 02 Aug 2024

https://github.com/microsoft/msrflute

Federated Learning Utilities and Tools for Experimentation

distributed-learning federated-learning gloo machine-learning nccl personalization privacy-tools pytorch simulation transformers-models

Last synced: 01 Aug 2024

https://github.com/balavenkatesh3322/audio-pretrained-model

A collection of Audio and Speech pre-trained models.

audio audio-processing caffe keras keras-models keras-tensorflow machine-learning mxnet neural-network pre-trained pre-trained-model pre-training python3 pytorch pytorch-models speech-recognition speech-to-text tensorflow tensorflow-models

Last synced: 24 Sep 2024

https://github.com/htdt/hyp_metric

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository

computer-vision machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/thnkim/OpenFacePytorch

PyTorch module to use OpenFace's nn4.small2.v1.t7 model

openface pytorch

Last synced: 03 Aug 2024

https://github.com/AlanLi1997/slim-neck-by-gsconv

Pytorch implementation of the 'Slim-neck by GSConv: a lightweight-design for real-time detector architectures'

gsconv lightweight-framework objectdetection pytorch yolo yolov4 yolov5

Last synced: 02 Aug 2024

https://github.com/coqui-ai/Trainer

🐸 - A general purpose model trainer, as flexible as it gets

ai data-science deep-learning machine-learning pytorch

Last synced: 07 Aug 2024

https://github.com/ChrisWaites/pyvacy

Differentially Private Optimization for PyTorch 👁🙅‍♀️

differential-privacy pytorch

Last synced: 01 Aug 2024

https://github.com/snap-research/CAT

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

compression cyclegan deep-learning gan gaugan image-to-image pix2pix pytorch

Last synced: 08 Aug 2024

https://github.com/s3nh/text-detector

Tool which allow you to detect and translate text.

craft crnn deep-learning nlp ocr-recognition pytorch recognition scene-text-detection scene-text-detectors text text-processing text-recognition

Last synced: 01 Aug 2024

https://github.com/akanametov/yolov8-face

YOLOv8 Face 🚀 in PyTorch > ONNX > CoreML > TFLite

computer-vision face-detection object-detection pytorch yolov8 yolov8-drone yolov8-face yolov8-football yolov8-parking

Last synced: 05 Aug 2024

https://github.com/Audio-WestlakeU/NBSS

The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation

denoising dereverberation enhancement full-band multi-channel narrow-band pytorch separation speech

Last synced: 31 Jul 2024

https://github.com/tjuskyzhang/Scaled-YOLOv4-TensorRT

Got 100fps on TX2. Got 500fps on GeForce GTX 1660 Ti. If the project is useful to you, please Star it.

pytorch scaled-yolov4 scaled-yolov4-tenosrrt tensorrt tx2 yolo yolov4-csp yolov4-csp-tensorrt yolov4-large yolov4-large-tensorrt yolov4-tiny yolov4-tiny-tensorrt

Last synced: 02 Aug 2024

https://github.com/david-knigge/ccnn

Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs/2301.10540.

convolutional-neural-networks deep-learning pytorch

Last synced: 31 Jul 2024

https://github.com/maxent-ai/converse

Conversational text Analysis using various NLP techniques

callcenter-analysis conversational-ai emotion-recognition huggingface machine-learning nlp nlu pytorch scikit-learn sentiment-analysis spacy speech-to-text text text-mining topic-modeling transformers

Last synced: 24 Sep 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 12 Aug 2024

https://github.com/divelab/GOOD

GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]

deep-learning distribution-shift graph-neural-networks graph-ood invariant-learning out-of-distribution-generalization pytorch pytorch-geometric

Last synced: 01 Aug 2024

https://github.com/riannevdberg/sylvester-flows

deep-learning normalizing-flows pytorch vae

Last synced: 05 Aug 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 01 Aug 2024

https://github.com/d-li14/PSConv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

convolution eccv2020 feature-pyramids instance-segmentation mmdetection multi-scale object-detection pytorch

Last synced: 03 Aug 2024

https://github.com/csyanbin/TPN-pytorch

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

few-shot-learning label-propagation meta-learning pytorch transductive-few-shot-learning

Last synced: 30 Jul 2024

https://github.com/pqhieu/jsis3d

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

cvpr deep-learning instance-segmentation point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/xiaoyu258/GeoProj

Blind Geometric Distortion Correction on Images Through Deep Learning

deep-learning distortion-correction pytorch

Last synced: 30 Jul 2024

https://github.com/eriklindernoren/Action-Recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

action-recognition pytorch video-classification

Last synced: 01 Aug 2024

https://github.com/HEmile/storchastic

Stochastic Automatic Differentiation library for PyTorch.

gradient-estimators pytorch reparameterization stochastic-computation-graphs stochastic-deep-learning

Last synced: 05 Aug 2024

https://github.com/jzlianglu/pykaldi2

Yet another speech toolkit based on Kaldi and PyTorch

horovod kaldi pykaldi pytorch speech-toolkit

Last synced: 17 Aug 2024

https://github.com/phamquiluan/PubLayNet

ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

document-layout-analysis figure-detection mask-rcnn object-detection paragraph-detection pretrained-models publaynet pytorch table-detection

Last synced: 08 Aug 2024

https://github.com/recursionpharma/gflownet

GFlowNet library specialized for graph & molecular data

deep-learning gflownet graph-neural-network pytorch

Last synced: 03 Aug 2024

https://github.com/mehmetgoren/feniks

A computer based NVR (Network Video Recorder) with AI capabilities

ai camera cctv face-recognition flv h265-hevc hls license-plate-recognition motion-detection nvr object-detection pytorch recoding rtmp rtsp streaming tensorflow video vms websocket

Last synced: 01 Aug 2024

https://github.com/kangyeolk/Paint-by-Sketch

Stable Diffusion-based image manipulation method with a sketch and reference image

computer-vision diffusion-models image-editing image-generation image-manipulation pytorch stable-diffusion

Last synced: 31 Jul 2024

https://github.com/markovmodel/deeptime

Deep learning meets molecular dynamics.

autoencoder computational-biology computational-chemistry data-analysis deep-learning dimension-reduction machine-learning markov-model python pytorch tensorflow time-series

Last synced: 31 Jul 2024

https://github.com/Pilhyeon/BaSNet-pytorch

Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)

background-modeling deep-learning pytorch temporal-action-localization weakly-supervised-learning

Last synced: 02 Aug 2024

https://github.com/Js-Mim/mss_pytorch

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

deep-learning mss-pytorch music-source-separation pytorch recurrent-neural-networks skip-filtering-connections

Last synced: 03 Aug 2024

https://github.com/ahirner/pytorch-retraining

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

benchmark pytorch transfer-learning

Last synced: 03 Aug 2024

https://github.com/matajoh/fourier_feature_nets

Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"

computer-graphics computer-vision deep-learning pytorch

Last synced: 30 Aug 2024

https://github.com/ai-trainee/traffic-sign-recognition-pyqt5-yolov5-gui

This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognition🔍, database💾, and image processing🖼️. It supports diverse inputs, model switching, and enhancements like mosaic and mixup📈.

css mysql-database pyqt5 pytorch tensorrt-engine yolov5 yolov5-gui