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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/MLSysOps/Active-Learning-as-a-Service

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 31 Jul 2024

https://github.com/ZhangYuanhan-AI/NOAH

Searching prompt modules for parameter-efficient transfer learning.

deep-learning domain-generalization pre-trained-model prompt-tuning pytorch transfer-learning visual-prompting

Last synced: 09 Aug 2024

https://github.com/lannguyen0910/food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 02 Aug 2024

https://github.com/nachiket92/PGP

Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.

autonomous-vehicles nuscenes pytorch trajectory-prediction

Last synced: 31 Jul 2024

https://github.com/dqshuai/MetaFormer

A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”

fine-grained-classification pytorch

Last synced: 01 Aug 2024

https://github.com/jiachens/ModelNet40-C

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness

Last synced: 31 Jul 2024

https://github.com/Deepest-Project/MelNet

Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"

generative-model pytorch tts

Last synced: 01 Aug 2024

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 03 Aug 2024

https://github.com/soobinseo/Tacotron-pytorch

Pytorch implementation of Tacotron

pytorch tacotron text-to-speech tts

Last synced: 03 Aug 2024

https://github.com/DeMoriarty/TorchPQ

Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda

cuda nearest-neighbor-search pytorch

Last synced: 01 Aug 2024

https://github.com/GFNOrg/torchgfn

GFlowNet library

gflownets pytorch

Last synced: 02 Aug 2024

https://github.com/ttanzhiqiang/onnx_tensorrt_project

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

batch-inference centerface centernet classify darknet libtorch mxnet onnx-tensorrt pytorch retinaface unet yolor yolov4 yolov5 yolox

Last synced: 31 Jul 2024

https://github.com/dmarnerides/pydlt

PyTorch based Deep Learning Toolbox

computer-vision deep-learning pytorch toolbox

Last synced: 03 Aug 2024

https://github.com/Siyu-C/ACAR-Net

[CVPR 2021] Actor-Context-Actor Relation Network for Spatio-temporal Action Localization

acar-net action-detection activitynet activitynet-challenge arxiv ava ava-dataset ava-kinetics model-zoo pytorch spatio-temporal-action-localization torch

Last synced: 01 Aug 2024

https://github.com/KU-CVLAB/Self-Attention-Guidance

Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

artificial-intelligence diffusion-models generative-models pytorch

Last synced: 31 Jul 2024

https://ku-cvlab.github.io/Self-Attention-Guidance/

Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

artificial-intelligence diffusion-models generative-models pytorch

Last synced: 31 Jul 2024

https://github.com/tobran/GALIP

[CVPR2023] A faster, smaller, and better text-to-image model for large-scale training

pytorch text-to-image

Last synced: 31 Jul 2024

https://github.com/stas00/ipyexperiments

Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

gpu ipython jupyter memory-management notebook pytorch ram

Last synced: 31 Jul 2024

https://github.com/hangg7/deformable-kernels

Deforming kernels to adapt towards object deformation. In ICLR 2020.

iclr2020 operator pytorch representation-learning

Last synced: 31 Jul 2024

https://github.com/CyberAgentAILab/layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

cvpr2023 diffusion-models generative-ai layout pytorch

Last synced: 31 Jul 2024

https://cyberagentailab.github.io/layout-dm/

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

cvpr2023 diffusion-models generative-ai layout pytorch

Last synced: 31 Jul 2024

https://github.com/Bil369/MaskDetect-YOLOv4-PyTorch

基于PyTorch&YOLOv4实现的口罩佩戴检测 :star: 自建口罩数据集分享

maskdetect pytorch yolov4

Last synced: 02 Aug 2024

https://github.com/matthew-z/R-net

R-net in PyTorch, with ELMo

allennlp pytorch r-net squad

Last synced: 01 Aug 2024

https://github.com/shreyas-bk/u2netdemo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net

Last synced: 30 Jul 2024

https://github.com/tfjgeorge/nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

ek-fac ekfac fim fisher-information-matrix gram jacobian k-fac kfac neural-tangent-kernel ntk pytorch tangent

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/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://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/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/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/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/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/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/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/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/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/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/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/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/fanglanting/skip-gram-pytorch

A complete pytorch implementation of skip-gram

embed pytorch spearman word2vec

Last synced: 07 Aug 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/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/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/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/belskikh/kekas

Just another DL library

deep-learning kek neural-networks pytorch

Last synced: 03 Aug 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/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/ChrisWaites/pyvacy

Differentially Private Optimization for PyTorch 👁🙅‍♀️

differential-privacy pytorch

Last synced: 01 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/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/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/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/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/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