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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/csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 02 Aug 2024

https://github.com/dsgiitr/adversarial_lab

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

adversarial-attacks computer-vision flask html-css-javascript imagenet machine-learning python pytorch visualization

Last synced: 02 Aug 2024

https://github.com/OIdiotLin/torchtracer

A python package for visualization and storage management in a pytorch AI task.

lab machine-learning pytorch tools

Last synced: 03 Aug 2024

https://github.com/francois-rozet/torchist

NumPy-style histograms in PyTorch

histogram numpy pytorch

Last synced: 03 Aug 2024

https://github.com/Harry24k/CW-pytorch

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"

adversarial-attacks deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/oke-aditya/quickvision

An Easy To Use PyTorch Computer Vision Library

computer-vision deep-learning pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/MrinmoiHossain/Udacity-Deep-Learning-Nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

convolutional-networks convolutional-neural-networks deep-learning gans generative-adversarial-network long-short-term-memory-models lstms machine-learning nanodegree neural-network nlp pytorch recurrent-neural-networks rnn sentiment-analysis style-transfer transfer-learning udacity udacity-nanodegree

Last synced: 07 Aug 2024

https://github.com/MinkaiXu/ConfVAE-ICML21

An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)

bilevel-optimization computational-biology computational-chemistry conformation generative-models graph-neural-networks icml-2021 molecule pytorch vae

Last synced: 08 Aug 2024

https://github.com/IBM/MAX-Fast-Neural-Style-Transfer

Generate a new image that mixes the content of a source image with the style of another image.

docker-image machine-learning machine-learning-models pytorch

Last synced: 04 Aug 2024

https://github.com/Time0o/colorful-colorization

A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al.

convolutional-neural-networks deep-learning image-colorization pytorch

Last synced: 03 Aug 2024

https://github.com/bage79/nlp4kor

Natural Language Processing for Korean with Deep Learning

deep-learning korean natural-language-processing pytorch tensorflow word2vec

Last synced: 25 Aug 2024

https://github.com/antofuller/configaformers

A python library for highly configurable transformers - easing model architecture search and experimentation.

artificial-intelligence deep-learning pytorch transformers

Last synced: 03 Aug 2024

https://github.com/astorfi/cor-gan

:unlock: COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records

deep-learning generative-adversarial-network healthcare python pytorch synthetic-dataset-generation

Last synced: 02 Aug 2024

https://github.com/iamalexkorotin/Wasserstein2GenerativeNetworks

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

deep-learning gan generative-adversarial-network optimal-transport pytorch style-transfer

Last synced: 31 Jul 2024

https://github.com/hristo-vrigazov/dnn.cool

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

catalyst deep-learning deep-neural-network deep-neural-networks multitask-learning multitasking pytorch task-composition task-precondition

Last synced: 03 Aug 2024

https://github.com/MR-HosseinzadehTaher/BenchmarkTransferLearning

Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis

benchmarking deep-learning domain-adaptation imagenet-models inaturalist-2021 medical-imaging pytorch self-supervised-learning supervised-learning transfer-learning

Last synced: 01 Aug 2024

https://github.com/pyronear/pyro-vision

Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)

computer-vision deep-learning image-classification keypoint-detection object-detection onnx python pytorch wildfire

Last synced: 08 Aug 2024

https://github.com/FerdinandZhong/punctuator

A small seq2seq punctuator tool based on DistilBERT

bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq

Last synced: 03 Aug 2024

https://github.com/qq456cvb/CPPF

CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild (CVPR2022)

cvpr2022 deep-learning pose-estimation pytorch

Last synced: 31 Jul 2024

https://github.com/lonePatient/bert-sentence-similarity-pytorch

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

bert nlp pytorch sentence-similarity text-classification

Last synced: 01 Aug 2024

https://github.com/j-min/VPGen

Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)

pytorch step-by-step text-to-image text-to-image-evaluation text-to-image-generation

Last synced: 31 Jul 2024

https://github.com/lingyunwu14/STFT

Spatial-Temporal Feature Transformation for Video Object Detection, MICCAI2021

pytorch video-object-detection

Last synced: 02 Aug 2024

https://github.com/GilesStrong/lumin

LUMIN - a deep learning and data science ecosystem for high-energy physics.

deep-learning hep machine-learning physics pytorch science statistics

Last synced: 05 Aug 2024

https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials

Last synced: 07 Aug 2024

https://github.com/khakhulin/compressed-transformer

Compression of NMT transformer model with tensor methods

compression deep-learning mnist nlp nmt pytorch tensor-train transformer translation tucker

Last synced: 04 Aug 2024

https://github.com/qq456cvb/CanonicalVoting

Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes (CVPR2022)

3d-object-detection 3d-scenes cvpr2022 deep-learning hough-transform pytorch

Last synced: 31 Jul 2024

https://github.com/arched-dev/mapextrackt

Pytorch Feature Map Extractor

feature-extraction neural-network pytorch

Last synced: 03 Aug 2024

https://github.com/kamo-naoyuki/pytorch_complex

A temporal module for PyTorch-ComplexTensor

complex-numbers dnn python python3 pytorch

Last synced: 01 Aug 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/JosephKJ/ELI

(CVPR 2022) Energy-based Latent Aligner for Incremental Learning

continual-learning cvpr cvpr2022 ebm energy-based-model incremental-learning latent-aligning pytorch

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/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/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/ChenghaoMou/pytorch-pQRNN

Implementation of pQRNN in PyTorch

nlp pqrnn pytorch text-classification

Last synced: 03 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/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/kaleidophon/nlp-uncertainty-zoo

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

deep-learning lstm nlp nlp-machine-learning package python pytorch rnn transformers uncertainty-estimation uncertainty-neural-networks uncertainty-quantification

Last synced: 24 Sep 2024

https://github.com/tymonxie/tymon

An AI Assistant More Than a Toolkit

deep-learning machine-learning python pytorch sklearn

Last synced: 24 Sep 2024

https://github.com/bwconrad/flexivit

PyTorch reimplementation of FlexiViT: One Model for All Patch Sizes

computer-vision pytorch transformer vision-transformer

Last synced: 24 Sep 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/seiichiinoue/odcnn

implementation of improved musical onset detection with cnn

cnn pytorch

Last synced: 05 Aug 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/xushenlz/parksim

Vehicle simualtion and behavior prediction in parking lots.

deep-learning motion-prediction pytorch simulation

Last synced: 31 Jul 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/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/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/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/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/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/guokr/Brief

In a nutshell, this is a Text Summarizer

pytorch text-summarization text-summarizer

Last synced: 02 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/warner-benjamin/optimi

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

deep-learning optimizers pytorch

Last synced: 01 Aug 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/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/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/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/joisino/speedbook

書籍『深層ニューラルネットワークの高速化』のサポートサイトです。

deep-learning deep-neural-networks distillation efficiency neural-networks pruning pytorch quantization

Last synced: 24 Sep 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/kokensha/book-ml

書籍「今すぐ試したい!機械学習・深層学習(ディープラーニング)画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

ai book chainer deep-learning google-colab google-colaboratory jupyter-notebook keras keras-tensorflow machine-learning movidius opencv opencv-python python python3 pytorch raspberry-pi raspberry-pi-3 raspberry-pi-camera tensorflow

Last synced: 24 Sep 2024

https://github.com/ofnote/tsanley

A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")

deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow

Last synced: 24 Sep 2024

https://github.com/joisino/laf

Code for "Training-free Graph Neural Networks and the Power of Labels as Features" (TMLR 2024)

deep-learning gnn graph-neural-networks label-propagation machine-learning node-classification pytorch transductive-learning

Last synced: 24 Sep 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/Erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python 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/lrjconan/RBP

Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018

icml-2018 optimization pytorch rbp

Last synced: 02 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/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/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/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/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/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/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/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/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/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/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