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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/devpranoy/video_coloriser

Pytorch Convolutional Neural Net and GAN based video coloriser that converts black and white video to colorised video.

black colab colab-notebook colorization deep-learning neural-network pytohn pytorch video white

Last synced: 04 Aug 2024

https://github.com/ByungKwanLee/Super-Fast-Adversarial-Training

Official PyTorch Implementation Code for Developing Super Fast Adversarial Training with Distributed Data Parallel, Channel Last Memory Format, Mixed Precision Training + Adversarial Attack, Faster Adversarial Training, and Fast Forward Computer Vision (FFCV).

deep-learning pytorch

Last synced: 03 Aug 2024

https://github.com/Iywie/pl_YOLO

YOLOv7, YOLOX and YOLOv5 are working right now

object-detection pytorch pytorch-lightning yolo yolov5 yolov7 yolox

Last synced: 02 Aug 2024

https://github.com/ActiveVisionLab/gaussctrl

[ECCV 2024] GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing

3d 3d-editing computer-vision diffusion-models eccv2024 gaussian-splatting pytorch

Last synced: 03 Aug 2024

https://github.com/kyegomez/SimpleMamba

Implementation of a modular, high-performance, and simplistic mamba for high-speed applications

artificial-intelligence gpt gpt4 gpt4all machine neural-network open-source pytorch rnn rnn-pytorch rnns ssm tensorflow transformers

Last synced: 05 Aug 2024

https://github.com/Lallapallooza/fast-audiomentations

⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

audio audio-augmentation audio-data-augmentation audio-effects augmentations data-augmentation dsp gpu machine-learning python pytorch triton

Last synced: 07 Aug 2024

https://github.com/VMarsocci/3DCD

Remote sensing elevation (3D) change detection with deep learning

change-detection dataset deep-learning earth-observation elevation-change pytorch remote-sensing

Last synced: 03 Aug 2024

https://github.com/Tsedao/MultiRM

[Nat. Commun.] Code for paper 'Attention-based multi-label neural networks for integrated prediction and interpretation of twelve widely occurring RNA modifications'

attention-model bioinformatics pytorch

Last synced: 08 Aug 2024

https://github.com/slyautomation/osrs_yolov5

Yolov5 Object Detection In OSRS using Python code, Detecting Cows - Botting

botting cuda machine-learning mlbot osrs pycharm python pytorch runescape yolov5

Last synced: 02 Aug 2024

https://github.com/slimgroup/dfno

Distributed Fourier Neural Operators

fno mpi mpi4py python pytorch

Last synced: 31 Jul 2024

https://github.com/neka-nat/pytorch-hdml

Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

cars196 cub200 cvpr2019 deep-learning deep-metric-learning pytorch triplet-loss

Last synced: 03 Aug 2024

https://github.com/gengyanlei/ssgan

Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

pytorch semantic-segmentation semi-gan

Last synced: 01 Aug 2024

https://github.com/ExplainableML/ACVC

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

computer-vision cvpr cvpr2022 cvprw cvprw2022 data-augmentation deep-learning domain-generalization l3d-ivu machine-learning pytorch single-source-domain-generalization

Last synced: 03 Aug 2024

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/iree-gd/iree.gd

Running Pre-trained Machine Learning Model in Godot.

ai gdextension godot machine-learning pytorch tensorflow tflite

Last synced: 10 Sep 2024

https://github.com/jhcho99/gsrtr

[BMVC'21] Official PyTorch Implementation of "Grounded Situation Recognition with Transformers"

bmvc2021 deep-learning grounded-situation-recognition pytorch scene-understanding transformers

Last synced: 31 Jul 2024

https://github.com/rasbt/comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment

ai computer-vision deep-learning pytorch

Last synced: 02 Aug 2024

https://github.com/bhklab/med-imagetools

Transparent and reproducible medical image processing pipelines in Python.

deep-learning dicom machine-learning medical nifti nrrd python pytorch torch

Last synced: 02 Aug 2024

https://github.com/RechieKho/IREE.gd

Running Pre-trained Machine Learning Model in Godot.

ai gdextension godot machine-learning pytorch tensorflow tflite

Last synced: 31 Jul 2024

https://github.com/Na-Z/SDCoT

[AAAI 2022 Oral] Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection

3d 3d-object-detection class-incremental-learning point-cloud pytorch

Last synced: 31 Jul 2024

https://github.com/LukasHedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/Confusezius/Characterizing_Generalization_in_DeepMetricLearning

Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.

cars196 cub200-2011 deep-learning deep-metric-learning generalization out-of-distribution pytorch stanford-online-products

Last synced: 03 Aug 2024

https://github.com/qq456cvb/SPRIN

PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features

pytorch rotation-invariant-features segmentation shapenet tpami

Last synced: 31 Jul 2024

https://github.com/Media-Smart/vedacls

A classification toolbox based on PyTorch

classification-toolbox pytorch

Last synced: 31 Jul 2024

https://github.com/davidsvy/Neural-Scam-Artist

Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.

dataset deduplication fine-tuning fraud gpt2 huggingface lsh minhash nlp pytorch readability scam transformer web-scraping

Last synced: 05 Aug 2024

https://github.com/victorca25/augmennt

Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.

anisotropic bsrgan computer-vision data-augmentation deblur denoise image-processing opencv pytorch real-esrgan super-resolution superpixels unprocessing-images

Last synced: 03 Aug 2024

https://github.com/mfederici/dsit

Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"

deep-learning distribution-shift fairness-ml information-theory pytorch

Last synced: 03 Aug 2024

https://github.com/sizhky/torch_snippets

Utilities for simple needs

metrics plotting-metrics pytorch utilities

Last synced: 03 Aug 2024

https://github.com/jianzhnie/pyramidbox_pytorch

pytorch实现的Pyramidbox 人脸检测模型， 对原来代码的部分模块进行了修改，更简洁高效

facedetection pyramidbox pytorch ssd

Last synced: 31 Jul 2024

https://github.com/Mattdl/ContinualEvaluation

[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.

avalanche continual-evaluation continual-learning deep-learning lifelong-learning machine-learning pytorch stability-gap

Last synced: 03 Aug 2024

https://github.com/borchero/pyblaze

Large-Scale Machine and Deep Learning in PyTorch.

deep-learning machine-learning pytorch

Last synced: 02 Aug 2024

https://github.com/jeffreyksmithjr/galapagos_nao

A playground for continual, interactive neuroevolution

caffe2 cntk deep-learning elixir gluon mxnet neuroevolution pytorch

Last synced: 01 Aug 2024

https://github.com/Gaozhongpai/LSAConvMesh

Official repository for the paper "Learning Local Neighboring Structure for Robust 3D Shape Representation"

3d-reconstruction 3d-vision graph-convolutional-networks mesh-generation pytorch

Last synced: 31 Jul 2024

https://github.com/cjf8899/KeepAugment_Pytorch

:low_brightness:Unofficial PyTorch implementation of KeepAugment

augmentation implementation keepaugment pytorch saliency-map

Last synced: 01 Aug 2024

https://github.com/solcummings/earthvision2021-weakly-supervised

1st Place Solution for the EARTHVISION 2021 DynamicEarthNet Challenge - Weakly-Supervised Multi-Class Change Detection Track at CVPRW 2021

change-detection deep-learning pytorch remote-sensing semantic-segmentation siamese-neural-network

Last synced: 03 Aug 2024

https://github.com/jerinphilip/ilmulti

Tooling to play around with multilingual machine translation for Indian Languages.

indian-languages machine-translation machine-translation-models multilingual-translation multilingual-translations pytorch tokenizer wrappers

Last synced: 03 Aug 2024

https://github.com/aliardan/RoadMarkingDetection

Road markings detection using yolov5 model based on ONNX

c-sharp deep-learning dotnet-core jupyter-notebook object-detection onnx pytorch yolo yolov5

Last synced: 02 Aug 2024

https://github.com/vvmnnnkv/nodejs-style-transfer

Sample Node.js app for image style transfer using libtorchjs

libtorch libtorchjs nodejs pytorch style-transfer

Last synced: 01 Aug 2024

https://github.com/alitabet/morton-net

PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.

computer-vision deep-learning mortonnet point-cloud pytorch s3dis segmentation self-supervised-learning shapenet vkitti

Last synced: 31 Jul 2024

https://github.com/dl4to/dl4to

DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.

3d deep-learning neural-network neural-networks pytorch topology-optimization

Last synced: 01 Aug 2024

https://github.com/xN1ckuz/Crosswalks-Detection-using-YOLO

Crosswalks Detection using YOLO, project for Computer Vision and Machine Perception course at University of Basilicata, Computer Science and Engineering.

computer-vision convolutional-neural-networks crosswalk-detection crosswalks deep-learning detection-model neural-networks object-detection onnx onnx-models opencv pytorch yolo

Last synced: 02 Aug 2024

https://github.com/moatifbutt/color-peel

we propose to generate a series of geometric shapes with target colors to disentangle (or peel off ) the target colors from the shapes. By jointly learning on multiple color-shape images, we found that the method can successfully disentangle the color and shape concepts.

color-learning colors diffusion-models generative-model prompt-learning pytorch stable-diffusion text-to-image vae

Last synced: 31 Jul 2024

https://github.com/IGNF/odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

deep-learning earth-observation gis pytorch pytorch-lightning rasterio remote-sensing

Last synced: 03 Aug 2024

https://github.com/hand10ryo/PyTorchCML

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 02 Aug 2024

https://github.com/FrancescoSaverioZuppichini/pytorch-2.0-benchmark

Benchmarking PyTorch 2.0 different models

deep-learning neural-network pytorch

Last synced: 31 Jul 2024

https://github.com/SLAMPAI/large-scale-pretraining-transfer

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

big-transfer chest-x-ray14 chest-xray-images chexpert-dataset covidx-dataset deep-learning distributed-training few-shot-learning fine-tuning imagenet large-scale-learning medical-imaging mimic-cxr padchest-dataset pre-trained-model pre-training pytorch scaling-laws supercomputing transfer-learning

Last synced: 03 Aug 2024

https://github.com/ryantd/veloce

WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.

data-parallelism deep-learning distributed distributed-computing heterogeneity model-parallelism parameter-server pytorch ray sparsity

Last synced: 03 Aug 2024

https://github.com/kachayev/dataclasses-tensor

Easily serialize dataclasses to and from tensors (PyTorch, NumPy)

ai machine-learning numpy pytorch tensor

Last synced: 03 Aug 2024

https://github.com/LSH9832/yolov5_training_tool

本工具使用PYQT5编写界面。通过使用该工具可以快速部署相应数据集并训练，目前仍在不断更新中，较大的缺点是目前只支持PascalVOC格式的xml标签文件，所以其它格式的标签文件需要先转换为PascalVOC的格式，且目前仅适用于Linux系统且仅在Ubuntu16.04-20.04试运行。

deep-learning gui pyqt5 pytorch tool trainingtool yolo yolov5

Last synced: 02 Aug 2024

https://github.com/EngineeringSoftware/roosterize

Tool for suggesting lemma names in Coq verification projects

coq deep-learning machine-learning mathcomp name-generation neural-networks pytorch serapi

Last synced: 09 Aug 2024

https://github.com/tarolangner/ukb_segmentation

PyTorch implementation for 2.5D U-Net segmentation of UK Biobank neck-to-knee body MRI

deep-learning kidney mri neural-networks parenchyma pytorch segmentation semantic-segmentation u-net uk-biobank

Last synced: 01 Aug 2024

https://github.com/MonteYang/VoxNet.pytorch

A pytorch implement of voxnet. "VoxNet: A 3D Convolutional Neural Network for Real-Time Object Recognition"

pytorch recognition voxel voxnet

Last synced: 31 Jul 2024

https://github.com/elicassion/3DTRL

Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"

3d-models action-recognition deep-learning image-classification pytorch video-alignment

Last synced: 31 Jul 2024

https://github.com/myavartanoo/PolyNet_PyTorch

Official implementation of the paper "PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation" (3DV 2021)

deep-learning graphcnn graphconv pytorch

Last synced: 31 Jul 2024

https://github.com/nestordemeure/ManifoldMixupV2

Manifold-Mixup implementation for fastai V2

deeplearning fastai manifold-mixup pytorch

Last synced: 03 Aug 2024

https://github.com/Synopsis/ml-ffmpeg-docker

Machine Learning / FFMPEG NVEnc Docker builds

docker ffmpeg machinelearning onnx pytorch

Last synced: 06 Aug 2024

https://github.com/jaehong31/OCS

Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022

continual-learning coreset lifelong-learning pytorch

Last synced: 03 Aug 2024

https://github.com/ljin0429/HIST

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning [CVPR'22]

cvpr2022 deep-learning graph-neural-networks metric-learning pytorch

Last synced: 03 Aug 2024

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

MLX implementation of GCN, with benchmark on MPS, CUDA and CPU (M1 Pro, M2 Ultra, M3 Max).

apple cuda deep-learning gnn mlx pytorch

Last synced: 31 Jul 2024

https://github.com/cy69855522/Geo-CNN-Pytorch-PYG

A Pytorch Implementation of “Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN”

3d-poin geo-cnn geocnn point-cloud pyg pytorch

Last synced: 31 Jul 2024

https://github.com/ayulockin/debugNNwithWandB

Concepts Explored in/with Pytorch

deeplearning machinelearning pytorch

Last synced: 03 Aug 2024

https://github.com/dlmacedo/robust-deep-learning

A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

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

Last synced: 01 Aug 2024

https://github.com/schwettmann/visual-vocab

Pytorch-based tools for constructing a vocabulary of visual concepts in a GAN.

deep-learning gan human-computer-interaction interpretable-ml pytorch

Last synced: 03 Aug 2024

https://github.com/hsgodhia/squad_rasor_nn

Pytorch implementation of the RaSoR paper "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016) and experiments with various neural components

deep-learning machine-comprehension nlp pytorch

Last synced: 07 Aug 2024

https://github.com/juliagusak/neural-ode-norm

Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"

anode neural-network neural-ode normalization ordinary-differential-equations pytorch

Last synced: 05 Aug 2024

https://github.com/matthewfeickert/nvidia-gpu-ml-library-test

Simple tests for JAX, PyTorch, and TensorFlow to test if the installed NVIDIA drivers are being properly picked up

cuda cudnn gpu jax nvidia pytorch setup tensorflow torch

Last synced: 05 Aug 2024

https://github.com/vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

ai computer-vision deep-learning machine-learning object-detection pytorch yolo yolov8

Last synced: 02 Aug 2024

https://github.com/jshong0907/SingingVoiceConversion

2019_ML_Course Singing Voice Conversion Using Cycle-GAN:VC2

deep-learning pytorch singing-voice-conversion

Last synced: 02 Aug 2024

https://github.com/alvinwan/nbdt-pytorch-image-models

Neural-Backed Decision Tree sample integration with pytorch-image-models

efficientnet imagenet neural-backed-decision-trees pytorch

Last synced: 03 Aug 2024

https://github.com/isaaccorley/simpleview-pytorch

PyTorch implementation of SimpleView from "Revisiting Point Cloud Classification with a Simple and Effective Baseline", Goyal et al. (2020)

3d-vision artificial-intelligence deep-learning point-cloud-classification point-clouds pytorch

Last synced: 31 Jul 2024

https://github.com/PINTO0309/Open3D-build

Provide Docker build sequences of Open3D for various environments.

cuda docker jetson jetson-nano open3d open3d-python pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/axeber01/point-tnt

Official implementation of the Point Transformer-in-Transformer: https://arxiv.org/abs/2204.03957

point-cloud pytorch transformer

Last synced: 31 Jul 2024

https://github.com/jfc43/self-training-ensembles

Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical analysis and state-of-the-art performance.

deep-learning error-detection machine-learning pytorch self-training-ensembles unsupervised-accuracy-estimation

Last synced: 01 Aug 2024

https://github.com/shivamsaboo17/GLC

Gold Loss Correction for training neural networks with labels corrupted with severe noise

classification deep-learning nips-2018 noisy-labels pytorch

Last synced: 01 Aug 2024

https://github.com/yizhe-ang/AdaMatch-PyTorch

Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

computer-vision deep-learning domain-adaptation pytorch semi-supervised-learning unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/aquietlife/whisp

Whisp - Environmental Sound Classifier

audio deeplearning environmental-sounds fastai python3 pytorch sound

Last synced: 01 Aug 2024

https://github.com/adriacabeza/DeepCatalan

🤖 Deep Catalan: Bring closer the Catalan Language to Deep Learning using ULMFit.

catalan catalan-language classificador fastai fine-tuning nlp pytorch ulmfit

Last synced: 30 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