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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://barquerogerman.github.io/BeLFusion/

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

belfusion ddim ddpm deep-learning diffusion generative-models human-motion-generation human-motion-prediction iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch

Last synced: 02 Aug 2024

https://github.com/BarqueroGerman/BeLFusion

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

belfusion ddim ddpm deep-learning diffusion generative-models human-motion-generation human-motion-prediction iccv2023 latent-diffusion ldm motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch

Last synced: 02 Aug 2024

https://github.com/Haiyang-W/CAGroup3D

[NeurIPS2022] This is the official code of "CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds".

3d-object-detection pytorch scannet-dataset sunrgbd

Last synced: 31 Jul 2024

https://github.com/buxihuo/OW-YOLO

Detect known and unknown objects in the open world(具有区分已知与未知能力的全新检测器))

autolabel deep-learning object-detection open-world open-world-detection pytorch unknown yolo yolov5 yolov8

Last synced: 02 Aug 2024

https://github.com/pcyin/pytorch_basic_nmt

A simple yet strong implementation of neural machine translation in pytorch

deep-learning natural-language-processing neural-machine-translation pytorch pytorch-implmention

Last synced: 31 Jul 2024

https://github.com/MaxHalford/pytorch-resample

🎲 Iterable dataset resampling in PyTorch

imbalanced-learning oversampling pytorch resampling undersampling

Last synced: 03 Aug 2024

https://github.com/rubenwiersma/hsn

Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features

3d convolutional-neural-networks geometric-deep-learning pytorch pytorch-geometric siggraph

Last synced: 31 Jul 2024

https://github.com/autostronomy/astrophot

A fast, flexible, automated, and differentiable astronomical image 2D forward modelling tool for precise parallel multi-wavelength photometry

astronomy python pytorch science-research scientific-computing

Last synced: 27 Sep 2024

https://github.com/lorenmt/minimal-isaac-gym

A Minimal Example of Isaac Gym with DQN and PPO.

dqn isaac-gym ppo pytorch

Last synced: 01 Aug 2024

https://github.com/TuragaLab/DECODE

This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)

deep-learning gpu high-density localization-microscopy microscopy pytorch smlm

Last synced: 03 Aug 2024

https://github.com/HaochengWan/PVT

PVT: Point-Voxel Transformer for 3D Deep Learning

kitti modelnet40 point-cloud point-cloud-processing pvt pytorch s3dis shapenet sota

Last synced: 31 Jul 2024

https://github.com/qq456cvb/PRIN

Pointwise Rotation-Invariant Network (AAAI 2020)

pytorch rotation-invariant-features segmentation

Last synced: 31 Jul 2024

https://github.com/abap34/ml-lecture

東京工業大学 traP Kaggle班「機械学習講習会」の資料

deeplearning education machine-learning pytorch textbook

Last synced: 01 Aug 2024

https://github.com/naity/image_tabular

Integrate image and tabular data for deep learning

deep-learning fastai image-classification pytorch tabular-data

Last synced: 03 Aug 2024

https://github.com/rucaibox/recbole-cdr

This is a library built upon RecBole for cross-domain recommendation algorithms

cross-domain pytorch recbole recommendation

Last synced: 27 Sep 2024

https://github.com/project-monai/monai-deploy-app-sdk

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

ai deep-learning deploy dicom healthcare image-processing machine-learning medical-imaging ml ml-infrastructure ml-platform mlops model-deployment model-serving monai pipeline python pytorch workflow

Last synced: 26 Sep 2024

https://github.com/svishnu88/TGS-SaltNet

Kaggle | 21st place solution for TGS Salt Identification Challenge

computer-vision deep-learning fastai kaggle-competition pytorch

Last synced: 07 Aug 2024

https://github.com/necla-ml/diff-jpeg

Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].

differentiable-codec differentiable-jpeg image-codec image-compression jpeg pytorch ste surrogate wacv

Last synced: 26 Sep 2024

https://github.com/writer/fitbert

Use BERT to Fill in the Blanks

bert fill-in-the-blank nlp python pytorch

Last synced: 25 Sep 2024

https://github.com/ai4iacts/hexagdly

Process hexagonally sampled data with PyTorch

deep-learning hexagonal-grids pytorch

Last synced: 01 Aug 2024

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

Blazing fast training of 🤗 Transformers on Graphcore IPUs

fine-tuning graphcore machine-learning pytorch training transformers

Last synced: 01 Aug 2024

https://github.com/kefirski/pytorch_TDNN

Time Delayed NN implemented in pytorch

cnn deep-learning python pytorch tdnn

Last synced: 03 Aug 2024

https://github.com/acl21/deep-active-learning-pytorch

A PyTorch toolkit with 8 popular deep active learning query methods implemented.

deep-active-learning image-classification pytorch toolkit

Last synced: 01 Aug 2024

https://github.com/intel/torch-ccl

oneCCL Bindings for Pytorch*

oneccl pytorch

Last synced: 31 Jul 2024

https://github.com/anshulpaigwar/Attentional-PointNet

Attentional-PointNet is Deep-Neural-Network architecture for 3D object detection in point clouds

3d-object-detection attention-mechanism autonomous-vehicles object-detection point-cloud pointnet pytorch pytorch-implmention

Last synced: 31 Jul 2024

https://github.com/MachineLearningLifeScience/stochman

Algorithms for computations on random manifolds made easier

machine-learning manifold python pytorch riemannian-geometry

Last synced: 02 Aug 2024

https://github.com/kefirski/pytorch_Highway

Highway network implemented in pytorch

highway-network python pytorch

Last synced: 03 Aug 2024

https://github.com/ndrplz/differentiable-renderer

Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.

differentiable-rendering eccv-2018 python pytorch rendering rendering-engine tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/lromul/argus

Lightweight library for training neural networks in PyTorch

deep-learning machine-learning neural-network python pytorch

Last synced: 26 Sep 2024

https://github.com/hellloxiaotian/acnet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

blind-super-resolution cnn cnn-pytorch deep-learning deep-network deep-neural-networks image-processing low-level-vision python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 24 Sep 2024

https://github.com/imdeepmind/neuralpy

NeuralPy: A Keras like deep learning library works on top of PyTorch

data-science deep-learning keras library machine-learning neural-network neuralpy neuralpy-torch python pytorch

Last synced: 27 Sep 2024

https://github.com/dengfenglai321/YOLOv4-Hat-detection

基于YOLOv4的安全帽佩戴检测

hat-detection pytorch yolov4

Last synced: 02 Aug 2024

https://github.com/chongruo/pytorch-HED

An implementation of HED in pytorch

pytorch

Last synced: 03 Aug 2024

https://github.com/ajhamdi/mvtorch

a Pytorch library for multi-view 3D understanding and generation

3d 3d-deep-learning deep learning multi-view multi-view-geometry multi-view-learning nerf pytorch pytorch3d

Last synced: 31 Jul 2024

https://github.com/guyyariv/TempoTokens

This repo contains the official PyTorch implementation of: Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

ai-art audio-to-video audio-visual deep-learning diffusion-models generative-ai modelscope pytorch video-synthesis

Last synced: 05 Aug 2024

https://github.com/val-iisc/sketch-parse

Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:

deep-learning pytorch semantic-segmentation sketches

Last synced: 12 Aug 2024

https://github.com/theos-ai/easy-yolov7

This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with ❤️ by Theos AI.

computer-vision deep-learning machine-learning neural-networks object-detection python pytorch yolov5 yolov7

Last synced: 02 Aug 2024

https://github.com/dwromero/wavelet_networks

Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs/2006.05259

cnns equivariance group-convolution pytorch time-series

Last synced: 02 Aug 2024

https://github.com/li012589/NeuralRG

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

ising-model normalizing-flow pytorch renormalization-group

Last synced: 05 Aug 2024

https://github.com/2014gaokao/pedestrian-attribute-recognition-with-GCN

Pytorch implementation of pedestrian attribute recognition with graph convolutional network

attribute cnn gcn pytorch

Last synced: 01 Aug 2024

https://github.com/MaverickPeter/DiSCO-pytorch

Differentiable Scan Context with Orientation

icra2021 place-recognition pytorch robotics

Last synced: 31 Jul 2024

https://github.com/inferno-pytorch/speedrun

Research code need not be ugly.

deep-learning neural-networks pytorch research

Last synced: 01 Aug 2024

https://github.com/HolyWu/vs-realesrgan

Real-ESRGAN function for VapourSynth

pytorch real-esrgan tensorrt vapoursynth

Last synced: 01 Aug 2024

https://github.com/cogitare-ai/cogitare

🔥 Cogitare - A Modern, Fast, and Modular Deep Learning and Machine Learning framework for Python

deep-learning framework machine-learning modular-deep-learning pytorch toolbox toolchain

Last synced: 03 Aug 2024

https://github.com/pietrolesci/energizer

An active learning library for Pytorch based on Pytorch-Lightning.

active-learning deep-learning python pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/spcl/daceml

A Data-Centric Compiler for Machine Learning

compiler cuda deep-learning fpga high-performance-computing machine-learning pytorch

Last synced: 01 Aug 2024

https://github.com/alishdipani/Neural-Style-Transfer-Audio

This is PyTorch Implementation of Neural Style Transfer Algorithm which is modified for Audios.

audio-processing convolutional-neural-networks fourier-transform neural-style-transfer pytorch pytorch-implmention

Last synced: 07 Aug 2024

https://github.com/m-tassano/dvdnet

DVDnet: A Simple and Fast Network for Deep Video Denoising

cnn cnn-architecture deep-learning denoising python3 pytorch video

Last synced: 01 Aug 2024

https://github.com/tingiskhan/pyfilter

Particle filtering and sequential parameter inference in Python

bayesian-inference particle-filter pytorch sequential-monte-carlo time-series

Last synced: 02 Aug 2024

https://github.com/necla-ml/Diff-JPEG

Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].

differentiable-codec differentiable-jpeg image-codec image-compression jpeg pytorch ste surrogate wacv

Last synced: 01 Aug 2024

https://github.com/imirzadeh/stable-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

catastrophic-forgetting continual-learning deep-learning lifelong-learning pytorch

Last synced: 03 Aug 2024

https://github.com/LukasHedegaard/pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

benchmark deep-learning flops gpu jetson python pytorch timing-analysis

Last synced: 09 Aug 2024

https://github.com/wandering007/nasnet-pytorch

A neat pytorch implementation of nasnet and the ported weights from tensorflow

nasnet pytorch

Last synced: 31 Jul 2024

https://github.com/sahagobinda/GPM

Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

computer-vision continual-learning deep-learning optimizaiton pytorch

Last synced: 03 Aug 2024

https://github.com/xxxnell/spatial-smoothing

(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

bayesian-deep-learning bayesian-neural-networks neural-network pytorch robustness uncertainty uncertainty-estimation uncertainty-quantification

Last synced: 03 Aug 2024

https://github.com/pyrates-neuroscience/pyrates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 27 Sep 2024

https://github.com/sevagh/demucs.cpp

C++17 port of Demucs v3 (hybrid) and v4 (hybrid transformer) models with ggml and Eigen3

blas demixing demucs eigen3 ggml guitar music-source-separation piano pytorch

Last synced: 31 Jul 2024

https://github.com/pyrates-neuroscience/PyRates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 02 Aug 2024

https://github.com/Project-DC/pygeneses

A PyTorch based DeepRL framework to train and study artificial species in bio-inspired environments.

artificial-agents artificial-intelligence deep-learning hacktoberfest pytorch reinforcement-learning

Last synced: 03 Aug 2024

https://github.com/kaslanarian/pydynet

NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)

autograd cnn cuda cupy deep-learning-framework numpy python pytorch pytorch-implementation rnn transformer

Last synced: 27 Sep 2024

https://github.com/keonlee9420/VAENAR-TTS

PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

duration glow neural-tts non-ar non-autoregressive pytorch self-attention speech-synthesis text-to-speech transforer tts unsupervised-duration unsupervised-learning vae

Last synced: 08 Aug 2024

https://github.com/chenqi1126/SIPE

[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

cvpr cvpr2022 pytorch semantic-segmentation weakly-supervised-segmentation

Last synced: 03 Aug 2024

https://github.com/oalieno/asm2vec-pytorch

Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )

asm2vec gpu-acceleration machine-learning neural-language-processing python pytorch unofficial

Last synced: 03 Aug 2024

https://github.com/nolanzzz/mtmct

Design and Implementation of a Multi-Target Multi-Camera Tracking Solution

cuda deep-learning detection machine-learning opencv python pytorch reidentification research-project resnet tracking

Last synced: 31 Jul 2024

https://github.com/kabouzeid/point2vec

Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)

lightning machine-learning point-cloud pytorch self-supervised-learning transformer vision vision-transformer

Last synced: 31 Jul 2024

https://github.com/prajjwal1/fluence

A deep learning library based on Pytorch focussed on low resource language research and robustness

attention deep-learning nlp pytorch transformers

Last synced: 07 Aug 2024

https://github.com/janosh/tensorboard-reducer

Reduce multiple PyTorch TensorBoard runs to new event (or CSV) files.

averaging csv machine-learning pytorch reducer tensorboard tensorboard-pytorch tensorboard-reducer

Last synced: 05 Aug 2024

https://github.com/nyumedml/darts

Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation

artificial-intelligence brain-mri brain-segmentation deep-learning freesurfer medical-imaging pytorch unet

Last synced: 25 Sep 2024

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 10 Aug 2024

https://github.com/yassersouri/pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

deep-learning machine-learning nips-2017 pytorch

Last synced: 31 Jul 2024

https://github.com/d-li14/regnet.pytorch

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

imagenet neural-architecture-search pretrained-models pytorch regnet resnext

Last synced: 03 Aug 2024

https://github.com/DensoITLab/TeachAugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)

classification cvpr2022 deeplearning pytorch

Last synced: 31 Jul 2024

https://github.com/Little-Podi/GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

attention-mechanism cvpr2023 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 01 Aug 2024

https://github.com/ibaiGorordo/Ultrafast-Lane-Detection-Inference-Pytorch-

Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.

lane-detection lane-lines-detection lane-segmentation python pytorch self-driving-car

Last synced: 31 Jul 2024