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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/gordicaleksa/pytorch-neural-style-transfer-johnson

Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-tutorial non-photorealistic-rendering python pytorch style-transfer

Last synced: 11 Nov 2024

https://github.com/xiaosu-zhu/mcquic

Repository of CVPR'22 paper "Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression"

computer-vision cvpr2022 image-compression image-processing pytorch

Last synced: 02 Oct 2024

https://github.com/dansuh17/segan-pytorch

SEGAN pytorch implementation https://arxiv.org/abs/1703.09452

audio data-preprocessing mir pytorch segan segan-pytorch source-separation speech-enhancement

Last synced: 01 Nov 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: 10 Nov 2024

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: 10 Nov 2024

https://github.com/nju-websoft/muKG

μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022

deep-learning entity-alignment entity-typing link-prediction multi-source-knowledge-graphs pytorch representation-learning

Last synced: 03 Aug 2024

https://github.com/laddie132/Match-LSTM

A PyTorch implemention of Match-LSTM, R-NET and M-Reader for Machine Reading Comprehension

machine-comprehension match-lstm mrc pytorch r-net squad

Last synced: 07 Aug 2024

https://github.com/okrasolar/pytorch-timeseries

PyTorch implementations of neural networks for timeseries classification

classification deep-learning machine-learning pytorch time-series

Last synced: 11 Nov 2024

https://github.com/newlei/LR-GCCF

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

aaai2020 collaborative-filtering graph-based-recommendation graph-neural-networks pytorch recommendation

Last synced: 08 Aug 2024

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

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".

attention-mechanism eccv2022 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 02 Nov 2024

https://github.com/aredden/flux-fp8-api

Flux diffusion model implementation using quantized fp8 matmul & remaining layers use faster half precision accumulate, which is ~2x faster on consumer devices.

diffusion fast-inference flux fp8 pytorch quantization

Last synced: 20 Sep 2024

https://github.com/OxWearables/ssl-wearables

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

accelerometer deep-learning foundation-models human-activity-recognition pytorch self-supervised-learning wearable

Last synced: 06 Nov 2024

https://github.com/wassname/viz_torch_optim

Videos of deep learning optimizers moving on 3D problem-landscapes

3d-graphics deep-learning learning-rate machine-learning optimization-algorithms optimizer pytorch vizualisation

Last synced: 08 Nov 2024

https://github.com/xuarehere/yolo_series_deepsort_pytorch

Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).

deep-sort deep-sort-tracking deepsort mot mot-tracking object-tracking pytorch sort yolo yolov3 yolov4 yolov4-deepsort yolov5 yolov5-deepsort yolov5-deepsort-pytorch yolov6 yolov6-deepsort yolov7 yolov7-deepsort yolov8-deepsort

Last synced: 09 Nov 2024

https://github.com/V2AI/EFG

An Efficient, Flexible, and General deep learning framework that retains minimal.

3d-object-detection 3d-scene-understanding detr nuscenes object-detection pytorch waymo-open-dataset

Last synced: 28 Oct 2024

https://github.com/dongminlee94/samsung-drl-code

A repository for implementation of deep reinforcement learning lectured at Samsung

deep-reinforcement-learning model-free-rl pytorch pytorch-rl reinforcement-learning

Last synced: 12 Nov 2024

https://github.com/kdexd/lang-emerge-parlai

Implementation of EMNLP 2017 Paper "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog" using PyTorch and ParlAI

emnlp language-grounding parlai pytorch reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/knodle/knodle

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

ai classification denoising-methods knodle machine-learning natural-language-procressing python pytorch relation-extraction snorkel weak-supervision weakly-supervised-learning

Last synced: 26 Oct 2024

https://github.com/allentdan/libtorchdetection

C++ trainable detection library based on libtorch (or pytorch c++). Yolov4 tiny provided now.

cpp detection detection-model libtorch pretrained pretrained-weights pytorch pytorch-cpp yolo yolov4 yolov4-tiny

Last synced: 27 Oct 2024

https://github.com/ziwei-zh/CorrPM

Pytorch implementation of CVPR2020 paper "Correlating Edge, Pose with Parsing"

cvpr cvpr2020 human-parsing pytorch semantic-segmantation

Last synced: 08 Aug 2024

https://github.com/dahyun-kang/renet

[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification

computer-vision deep-learning few-shot-classifcation few-shot-learning iccv2021 neural-networks pytorch

Last synced: 03 Aug 2024

https://github.com/moskomule/homura

homura is a library for fast prototyping DL research

pytorch utility

Last synced: 13 Oct 2024

https://github.com/jmisilo/clip-gpt-captioning

CLIPxGPT Captioner is Image Captioning Model based on OpenAI's CLIP and GPT-2.

computer-vision cv deep-learning image-caption image-caption-generator image-captioning machine-learning nlp python pytorch

Last synced: 04 Nov 2024

https://github.com/Jingliang-Duan/DSAC-v1

DSAC; Distributional Soft Actor-Critic

pytorch reinforcement-learning

Last synced: 08 Aug 2024

https://github.com/TristanBilot/mlx-benchmark

Benchmark of Apple MLX operations on all Apple Silicon chips (GPU, CPU) + MPS and CUDA.

apple-silicon benchmark deep-learning machine-learning mlx pytorch

Last synced: 06 Aug 2024

https://github.com/AiAiHealthcare/ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray

Last synced: 04 Aug 2024

https://github.com/cscfi/machine-learning-scripts

Collection of scripts and tools related to machine learning

jupyter-notebooks keras machine-learning notebooks pytorch scikit-learn tensorflow

Last synced: 10 Nov 2024

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

[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2

efficient-model iccv2019 imagenet mobilenetv2 pretrained-models pytorch

Last synced: 07 Nov 2024

https://github.com/EIDOSLAB/torchstain

Stain normalization tools for histological analysis and computational pathology

computational-pathology digital-pathology histopathology medical-imaging numpy python pytorch stain-normalization tensorflow

Last synced: 13 Nov 2024

https://github.com/xpixelgroup/rethinkvsralignment

(NIPS 2022) Rethinking Alignment in Video Super-Resolution Transformers

nips-2022 pytorch super-resolution vision-transformer

Last synced: 11 Nov 2024

https://github.com/fkodom/yet-another-retnet

A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)

deep-learning llms machine-learning natural-language-processing neural-networks python pytorch

Last synced: 28 Oct 2024

https://github.com/xudejing/video-clip-order-prediction

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

cvpr2019 pytorch self-supervised-learning spatiotemporal video

Last synced: 11 Nov 2024

https://github.com/svip-lab/GazeFollowing

Code for ACCV2018 paper 'Believe It or Not, We Know What You Are Looking at!'

accv2018 gaze-follow pytorch

Last synced: 31 Oct 2024

https://github.com/funcwj/uPIT-for-speech-separation

Speech separation with utterance-level PIT experiments

pit pytorch speech-separation

Last synced: 02 Nov 2024

https://github.com/XuyangBai/PPF-FoldNet

PyTorch reimplementation for "PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors" https://arxiv.org/abs/1808.10322

point-cloud ppf-foldnet ppfnet pytorch registration

Last synced: 28 Oct 2024

https://github.com/paganpasta/eqxvision

A Python package of computer vision models for the Equinox ecosystem.

equinox python pytorch vision

Last synced: 02 Nov 2024

https://github.com/lonePatient/BERT-chinese-text-classification-pytorch

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

bert chinese chinese-text-classification nlp pytorch text-classification

Last synced: 02 Nov 2024

https://github.com/antoinebrl/torchextractor

Feature extraction made simple with torchextractor

feature-extraction machine-learning python3 pytorch

Last synced: 12 Oct 2024

https://github.com/ritchieng/eigenvectors-from-eigenvalues

PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.

colab determining-eigenvectors eigenvalues eigenvectors pytorch

Last synced: 01 Nov 2024

https://github.com/osai-ai/dokai

Collection of Docker images for ML/DL and video processing projects

cuda deep-learning docker docker-image ffmpeg opencv python pytorch tensorrt video-processing

Last synced: 05 Nov 2024

https://github.com/lonepatient/bert-chinese-text-classification-pytorch

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

bert chinese chinese-text-classification nlp pytorch text-classification

Last synced: 06 Nov 2024

https://github.com/blaisewf/rvc-cli

🚀 RVC + UVR = A perfect set of tools for voice cloning, easily and free!

ai api cli deep-learning pytorch rvc vc vits voice voice-conversion voiceconversion

Last synced: 12 Nov 2024

https://github.com/pytomography/pytomography

This repository enables easy and fast medical image reconstruction in Python.

image-reconstruction medical-imaging nuclear-medicine python pytorch quantitative-imaging spect

Last synced: 14 Nov 2024

https://github.com/anibali/margipose

3D monocular human pose estimation

deep-learning pose-estimation pytorch

Last synced: 26 Oct 2024

https://github.com/marcoslucianops/deepstream-yolo-pose

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Pose models

deepstream nvidia nvidia-deepstream-sdk object-detection pose-estimation pytorch tensorrt ultralytics yolo yolov8

Last synced: 08 Nov 2024

https://github.com/mzaradzki/factorization-machine-for-prediction

Factorization Machine for regression and classification

keras machine-learning python pytorch theano

Last synced: 10 Aug 2024

https://github.com/openvinotoolkit/openvino_contrib

Repository for OpenVINO's extra modules

arm inference-engine java nvidia-gpu openvino pytorch

Last synced: 27 Oct 2024

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

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

ai ai-application-deployment ai-application-development deep-learning dicom fhir guidelines healthcare inference machine-learning medical-imaging ml-platform mlops monai open-standard pathology python pytorch radiology

Last synced: 14 Nov 2024

https://github.com/xettrisomeman/machine-leaarning-engineer-roadmap

A simple roadmap to become a machine learning engineer.

deep-learning machine-learning numpy pytorch roadmap

Last synced: 28 Oct 2024

https://github.com/slydg/gru_to_predict_timeseries

使用pytorch搭建的循环神经网络在股票数据时间序列上的应用

gru python3 pytorch sklearn

Last synced: 12 Nov 2024

https://github.com/tiskw/random-fourier-features

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

gaussian-processes machine-learning principal-component-analysis python pytorch support-vector-machines

Last synced: 27 Oct 2024

https://github.com/chenyuntc/scene-baseline

PyTorch baseline for AI challenger Scene classification

image-classification pytorch

Last synced: 09 Nov 2024

https://github.com/harry24k/pgd-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

adversarial-attacks deep-learning pytorch

Last synced: 06 Nov 2024

https://github.com/haofanwang/accurate-head-pose

Pytorch code for Hybrid Coarse-fine Classification for Head Pose Estimation

head-pose-estimation headpose pytorch

Last synced: 07 Nov 2024

https://github.com/tjiiv-cprg/monorun

[CVPR'21] MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation

3d-object-detection cvpr detection monocular pytorch reconstruction uncertainty

Last synced: 09 Nov 2024

https://github.com/gengyanlei/segmentation_pytorch

semantic segmentation pytorch 语义分割

deeplab-v3-plus hed hf-fcn pspnet pytorch unet

Last synced: 29 Oct 2024

https://github.com/openpifpaf/openpifpafwebdemo

Web browser based demo of OpenPifPaf.

ml-web onnx onnx-torch pose-estimation pytorch typescript

Last synced: 06 Nov 2024

https://github.com/ajhamdi/MVTN

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

3d 3d-models classification deep-learning iccv2021 point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/Torsion-Audio/nn-inference-template

Neural network inference template for real-time cricital audio environments - presented at ADC23

audio audio-plugin deep-learning inference inference-engine juce libtorch machine-learning neural-network onnx onnxruntime pytorch tensorflow tensorflow-lite

Last synced: 14 Nov 2024

https://github.com/zeta36/muzero

A simple implementation of MuZero algorithm for connect4 game

deepmind jupyter-notebook muzero python pytorch

Last synced: 02 Nov 2024

https://github.com/yinboc/trans-inr

Transformers as Meta-Learners for Implicit Neural Representations, in ECCV 2022

implicit-neural-representation machine-learning meta-learning pytorch transformer

Last synced: 08 Nov 2024

https://github.com/shyamsn97/hyper-nn

Easy Hypernetworks in Pytorch and Jax

flax hypernetworks jax machine-learning neural-networks pytorch

Last synced: 07 Nov 2024

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 30 Oct 2024

https://github.com/kunhe/FastAP-metric-learning

Code for CVPR 2019 paper "Deep Metric Learning to Rank"

cvpr deep-metric-learning learning-to-rank matconvnet metric-learning pytorch

Last synced: 03 Aug 2024

https://github.com/chail/gan-ensembling

Invert and perturb GAN images for test-time ensembling

generative-adversarial-network image-classfication image-synthesis pytorch

Last synced: 03 Aug 2024

https://github.com/JinheonBaek/GMT

Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)

graph graph-classification graph-multiset-pooling graph-multiset-transformer graph-neural-networks graph-pooling graph-reconstruction graph-representation graph-representation-learning graph-transformer pytorch

Last synced: 08 Aug 2024

https://github.com/xuyxu/soft-decision-tree

PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.

classification-trees decision-tree deep-learning pytorch tree

Last synced: 08 Nov 2024

https://github.com/eric-ai-lab/PEViT

Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"

fine-tuning image-classification parameter-efficient-tuning pytorch vision-transformer

Last synced: 05 Nov 2024

https://github.com/aws/sagemaker-distribution

A set of Docker images that include popular frameworks for machine learning, data science and visualization.

aws docker jupyter python pytorch sagemaker tensorflow

Last synced: 07 Oct 2024

https://github.com/ice-tong/pytorch-captcha

使用pytorch搭建cnn识别验证码

captcha-breaking pytorch pytorch-cnn pytorch-tutorial

Last synced: 30 Oct 2024

https://github.com/glefundes/mobile-face-gaze

Lightweight gaze estimation with PyTorch.

deep-learning gaze gaze-estimation pytorch

Last synced: 27 Oct 2024

https://github.com/takuseno/minerva

An out-of-the-box GUI tool for offline deep reinforcement learning

deep-learning deep-reinforcement-learning offline-rl pytorch

Last synced: 22 Oct 2024