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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/iMoonLab/PVRNet

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)

3d-shape-recognition deep-learning multi-view point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/lupantech/IconQA

Data and code for NeurIPS 2021 Paper "IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning".

commensense dataset mathai pytorch reasoning vqa

Last synced: 02 Aug 2024

https://github.com/ChenghaoMou/pytorch-pQRNN

Implementation of pQRNN in PyTorch

nlp pqrnn pytorch text-classification

Last synced: 03 Aug 2024

https://github.com/dlmacedo/distinction-maximization-loss

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

ai-safety anomaly-detection classification deep-learning machine-learning novelty-detection ood ood-detection open-set open-set-recognition osr out-of-distribution out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation

Last synced: 01 Aug 2024

https://github.com/obss/trapper

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

allennlp deep-learning natural-language-processing nlp python pytorch pytorch-transformers transformer transformers

Last synced: 02 Aug 2024

https://github.com/Ye-zixiao/Double-YOLO-Kaist

一种基于YOLOv3/4的双流混合模态道路行人检测方法🌊💧💦。

kaist mobilenet-yolo mobilenetv2 mobilenetv3 multispectral-images pedestrian-detection pytorch yolo yolov3 yolov4

Last synced: 02 Aug 2024

https://github.com/Bobholamovic/ESCNet

ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images

change-detection convolutional-neural-networks deep-learning pytorch remote-sensing

Last synced: 03 Aug 2024

https://github.com/HLTCHKUST/ke-dialogue

KE-Dialogue: Injecting knowledge graph into a fully end-to-end dialogue system.

dialogue dialogue-system gpt gpt-2 knowledge knowledge-graph kvr mwoz opendialkg pytorch smd

Last synced: 08 Aug 2024

https://github.com/seiichiinoue/odcnn

implementation of improved musical onset detection with cnn

cnn pytorch

Last synced: 05 Aug 2024

https://github.com/chiehpower/Setup-deeplearning-tools

Set up CI in DL/ cuda/ cudnn/ TensorRT/ onnx2trt/ onnxruntime/ onnxsim/ Pytorch/ Triton-Inference-Server/ Bazel/ Tesseract/ PaddleOCR/ NVIDIA-docker/ minIO/ Supervisord on AGX or PC from scratch.

agx ci cuda cudnn deep-learning docker installation minio nvidia onnx-simplifier onnx2trt onnxruntime paddleocr pytorch supervisord tensorrt tensorrt-inference-server tesseract-ocr triton-inference-server triton-server

Last synced: 31 Jul 2024

https://github.com/eBay/AutoOpt

Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent

hyperparameters learning-rate machine-learning momentum optimization pytorch sgd

Last synced: 03 Aug 2024

https://github.com/xushenlz/parksim

Vehicle simualtion and behavior prediction in parking lots.

deep-learning motion-prediction pytorch simulation

Last synced: 31 Jul 2024

https://github.com/caiyu6666/DDAD-ASR

[MedIA'2023] Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images

anomaly-detection deep-learning pytorch

Last synced: 30 Jul 2024

https://github.com/jhcho99/CoFormer

[CVPR'22] Official PyTorch Implementation of "Collaborative Transformers for Grounded Situation Recognition"

cvpr cvpr2022 deep-learning grounded-situation-recognition pytorch scene-understanding tranformer transformers

Last synced: 31 Jul 2024

https://github.com/DevoLearn/devolearn

Accelerate data driven research on embryos with deep learning models :microscope:

biological-data-analysis deep-learning image-segmentaion opencv pytorch

Last synced: 02 Aug 2024

https://github.com/benedekrozemberczki/FEATHER

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 01 Aug 2024

https://github.com/LiewFeng/RayDN

[ECCV 2024] Ray Denoising (RayDN): Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection

3d-object-detection 3d-perception autonomous-driving deep-learning denoising eccv eccv2024 multi-view nuscenes pytorch

Last synced: 31 Jul 2024

https://github.com/icon-lab/I2I-Mamba

Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

artificial-intelligence deeplearning image-synthesis image-to-image-translation mamba mamba-state-space-models medical multi-modal neural-networks pytorch ssm

Last synced: 31 Jul 2024

https://github.com/warner-benjamin/optimi

Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers

deep-learning optimizers pytorch

Last synced: 01 Aug 2024

https://github.com/guokr/Brief

In a nutshell, this is a Text Summarizer

pytorch text-summarization text-summarizer

Last synced: 02 Aug 2024

https://github.com/kainoj/colnet

🖌️ Automatic Image Colorization with Simultaneous Classification – based on "Let there be Color!"

automatic-colorization cnn colorization convolutional-neural-networks image-colorization machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/EnergyAttention/Energy-Based-CrossAttention

The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".

cross-attention ebm energy-based-model pytorch stable-diffusion

Last synced: 31 Jul 2024

https://github.com/VincentStimper/resampled-base-flows

Normalizing Flows with a resampled base distribution

normalizing-flows pytorch resampled-base-distribution

Last synced: 05 Aug 2024

https://github.com/kaanakan/stretchbev

Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"

autonomous-driving autonomous-vehicles deep-learning eccv2022 future-prediction generative-models instance-segmentation latent-variable-models pytorch segmentation state-space-models stochastic vae

Last synced: 31 Jul 2024

https://github.com/kyegomez/EXA-1

An EXA-Scale repository of Multi-Modality AI resources from papers and models, to foundational libraries!

artificial-intelligence dataset gpt4 jax kosmos large-dataset large-language-models multimodal multimodal-data multimodality pytorch pytorch-implementation triton

Last synced: 31 Jul 2024

https://github.com/ofnote/gestop

A tool to navigate the desktop with hand gestures. Builds on mediapipe.

deep-learning hand-gestures mediapipe pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/shankarj67/Water-classifier-fastai

Deploy your Flask web app classifier on Heroku which is written using fastai library.

classifier deep-learning fastai flask flask-api flask-web python3 pytorch resnet

Last synced: 02 Aug 2024

https://github.com/princeton-computational-imaging/SoaP

Official code repository for the paper: "Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography"

depth depth-estimation iphone neural-fields neural-rendering pytorch rgbd

Last synced: 02 Aug 2024

https://github.com/lrjconan/RBP

Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018

icml-2018 optimization pytorch rbp

Last synced: 02 Aug 2024

https://github.com/srimannarayanabaratam/land_cover_classification_unet

This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.

deepglobe-dataset multiclass-classification pytorch semantic-segmentation unet

Last synced: 02 Aug 2024

https://github.com/Erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 03 Aug 2024

https://github.com/blakechi/ComVEX

Implementations of Recent Papers in Computer Vision

computer-vision einop pytorch transformer

Last synced: 03 Aug 2024

https://github.com/tjddus9597/LabelRelaxation-CVPR21

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

cvpr2021 deep-metric-learning embedding-trasnfer image-retrieval knowledge-distillation pytorch

Last synced: 03 Aug 2024

https://github.com/RolnickLab/climart

A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)

atmospheric-science climart climate-change dataset distributional-shift emulation machine-learning neural-networks pytorch radiative-transfer

Last synced: 01 Aug 2024

https://github.com/IBM/MAX-Scene-Classifier

Image classifier for physical places/locations, based on the Places365-CNN Model

docker-image machine-learning machine-learning-models pytorch recognizes-images

Last synced: 04 Aug 2024

https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 07 Aug 2024

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/TalkUHulk/HulkFakeFace-pytorch

人脸全家桶--RetinaFace（MobileNetV2 and ResNet50 with Gender）、ArcFace、FaceBeautyRank and FaceRetrieval

arcface face-beauty face-detection face-recognition pytorch retinaface

Last synced: 31 Jul 2024

https://github.com/DataXujing/CornerNet-Lite-Pytorch

:rotating_light::rotating_light::rotating_light: CornerNet:基于虚拟仿真环境下的自动驾驶交通标志识别

anchor-free cornernet cornernet-lite cv detection python3 pytorch

Last synced: 30 Jul 2024

https://github.com/mapo-t2i/mapo

Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).

alignment diffusers diffusion-models human-preference pytorch text-to-image-generation

Last synced: 31 Jul 2024

https://github.com/kinux98/SSL_ELN

This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has been accepted to 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022).

cvpr2022 pytorch semantic-segmentation semi-supervised-learning

Last synced: 02 Aug 2024

https://github.com/uw-mad-dash/shockwave

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

cloud-computing cluster-scheduler deep-learning distributed-systems distributed-training machine-learning pytorch

Last synced: 02 Aug 2024

https://github.com/Scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/dawnyc/ROMTrack

[ICCV 2023] Robust Object Modeling for Visual Tracking, Official Implementation

iccv2023 object-modeling pytorch robustness tracking transformer

Last synced: 01 Aug 2024

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 02 Aug 2024

https://github.com/SBU-BMI/champkit

Benchmarking toolkit for patch-based histopathology image classification.

benchmark benchmarking deep-learning histopathology image-classification pytorch

Last synced: 03 Aug 2024

https://github.com/segments-ai/latent-diffusion-segmentation

A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [2024]

diffusion-models generative-ai latent-diffusion panoptic-segmentation pytorch segmentation stable-diffusion

Last synced: 31 Jul 2024

https://github.com/bfortuner/labelml

Machine Learning Image Annotation Tool

annotation-tool flask graphql machine-learning pytorch vue

Last synced: 03 Aug 2024

https://github.com/mosessoh/iconcolor

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

cnn colorization deep-learning icons machine-learning pytorch unet

Last synced: 01 Aug 2024

https://github.com/tomdbar/naqs-for-quantum-chemistry

Supporting code for "Autoregressive neural-network wavefunctions for ab initio quantum chemistry".

neural-network-quantum-states publication pytorch quantum-chemistry

Last synced: 04 Aug 2024

https://github.com/guichristmann/thormang3-gogoro-PPO

Steering-based control of a two-wheeled vehicle using RL-PPO and NVIDIA Isaac Gym.

isaac-gym ppo pytorch

Last synced: 01 Aug 2024

https://github.com/YurongYou/Hindsight

Code release for "Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception" [ICLR 2022]

3d-detection autonomous-driving hindsight object-detection point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/MiuLab/FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

machine-comprehension nlp pytorch question-answering

Last synced: 07 Aug 2024

https://github.com/hugochan/GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch

Last synced: 07 Aug 2024

https://github.com/LucasWaelti/RL_Webots

Webots project to show how to use Deep Reinforcement Learning with Webots in C++.

cpp deep-reinforcement-learning libtorch policy-gradient python pytorch rl webots

Last synced: 03 Aug 2024

https://github.com/kadirnar/yolov5-sahi

Yolov5 Modelini Kullanarak Özel Nesne Eğitimi ve SAHI Kullanımı

object-detection pytorch sahi yolov5

Last synced: 02 Aug 2024

https://github.com/vlukiyanov/pt-avitm

PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)

autoencoder avitm pytorch topic-modeling

Last synced: 02 Aug 2024

https://github.com/rainmaker712/nlp_ryan

Study for Natural Language Processing & Deep Learning Framework

chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow

Last synced: 02 Aug 2024

https://github.com/theeluwin/session-aware-bert4rec

Official repository for "Exploiting Session Information in BERT-based Session-aware Sequential Recommendation", SIGIR 2022 short.

pytorch pytorch-implementation recommender-system

Last synced: 01 Aug 2024

https://github.com/kozodoi/Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

cassava cnn computer-vision deep-learning image-classification kaggle pytorch stacking vision-transformer

Last synced: 03 Aug 2024

https://github.com/eric612/Mobilenet-YOLO-Pytorch

Include mobilenet series (v1,v2,v3...) and yolo series (yolov3,yolov4,...)

mobilenet-series mobilenet-yolo pytorch yolo-series yolov3

Last synced: 02 Aug 2024

https://github.com/mir-group/pair_allegro

LAMMPS pair style for Allegro deep learning interatomic potentials with parallelization support

gpu kokkos lammps machine-learning molecular-dynamics pytorch

Last synced: 02 Aug 2024

https://github.com/UCA-Datalab/nilm-thresholding

:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods

Last synced: 01 Aug 2024

https://github.com/navervision/proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

aaai2021 cars196 deep-learning deep-metric-learning image-retrieval metric-learning norm-softmax proxy-based proxy-nca proxy-synthesis pytorch regularizer synthetic-classes

Last synced: 03 Aug 2024

https://github.com/alexandra-chron/ntua-slp-wassa-iest2018

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter

Last synced: 01 Aug 2024

https://github.com/ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Official implementation for Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

change-detection convolutional-neural-networks deep-learning object-based-image-analysis python pytorch remote-sensing semi-supervised-learning single-temporal unsupervised-learning

Last synced: 03 Aug 2024

https://github.com/petosa/multiplayer-alphazero

PyTorch AlphaZero implementation with multiplayer support [NeurIPS 2019 Deep Reinforcement Learning Workshop]

alphazero deep-reinforcement-learning neurips-2019 pytorch

Last synced: 07 Aug 2024

https://github.com/philipdarke/torchtime

Benchmark time series data sets for PyTorch

classification datasets physionet pytorch supervised-learning time-series

Last synced: 01 Aug 2024

https://github.com/particle1331/ok-transformer

Exploring machine learning engineering and operations. ❚

deep-learning fastapi jupyterbook machine-learning pytorch tensorflow2

Last synced: 09 Aug 2024

https://github.com/hpi-xnor/bitorch

BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch

binary-neural-networks deep-learning python pytorch

Last synced: 31 Jul 2024

https://github.com/lucidrains/logavgexp-torch

Implementation of LogAvgExp for Pytorch

logsumexp pytorch

Last synced: 03 Aug 2024

https://github.com/ucbrise/hypersched

Deadline-based hyperparameter tuning on RayTune.

distributed hyperparameter-optimization python pytorch ray

Last synced: 03 Aug 2024

https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 03 Aug 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 02 Aug 2024

https://github.com/iamaziz/PyTorch-docset

PyTorch docset! use with Dash, Zeal, Velocity, or LovelyDocs.

docset pytorch pytorch-tutorial

Last synced: 03 Aug 2024

https://github.com/hellojialee/OffsetGuided

Code for "Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation"

bottom-up efficiency fast heatmap human-pose multi-person-pose-estimation pose-estimation pytorch speed vector

Last synced: 08 Aug 2024

https://github.com/yahuiliu99/PointConT

Official implementation of the paper "Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space"

point-cloud pointnet2 pytorch

Last synced: 31 Jul 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 CV-pretrained-model 103 awesome-colab-notebooks 502 awesome-AutoML-and-Lightweight-Models 150 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-yolov8-models 43 awesome-cuda-and-hpc 424 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 171 awesome-NILM-with-code 47 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-fastai 42 awesome-ai-tools 499
PyTorch Categories
Pytorch & related libraries 228 Pytorch & related libraries｜Pytorch & 相关库 218 Research 197 Tutorials 192 文本数据和NLP 182 Blogs 164 Uncategorized 161 Frameworks 142 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 113 图像数据与CV 105 Learning 102 Blogposts :sparkle: 101 模型的可解释性 100 Interactive Learning & Tools 96 超参数优化和AutoML 92 Tutorials, books, & examples 82 Tutorials & books & examples｜教程 & 书籍 & 示例 80 工作流程和实验跟踪 80