Ecosyste.ms: Awesome

https://github.com/voicepaw/so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

contentvec deep-learning gan hacktoberfest hubert lightning pytorch pytorch-lightning realtime so-vits-svc softvc sovits speech-synthesis vits voice-changer voice-conversion

Last synced: 16 Dec 2024

https://github.com/xavierxiao/dreambooth-stable-diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

pytorch pytorch-lightning stable-diffusion text-to-image

Last synced: 19 Dec 2024

https://github.com/XavierXiao/Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

pytorch pytorch-lightning stable-diffusion text-to-image

Last synced: 26 Oct 2024

https://github.com/fanghua-yu/supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 17 Dec 2024

https://github.com/Fanghua-Yu/SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 30 Oct 2024

https://github.com/ashleve/lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

best-practices config deep-learning hydra mlops project-structure pytorch pytorch-lightning reproducibility template

Last synced: 17 Dec 2024

https://github.com/jdb78/pytorch-forecasting

Time series forecasting with PyTorch

ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 27 Nov 2024

https://github.com/sktime/pytorch-forecasting

Time series forecasting with PyTorch

ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 17 Dec 2024

https://github.com/kwea123/nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

3d-reconstruction colab mesh mixed-reality nerf nerf-in-the-wild nerf-w neural-radiance-fields pytorch pytorch-lightning ray-tracing unity3d view-synthesis volume-rendering

Last synced: 20 Dec 2024

https://github.com/phlippe/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

deep-learning flax jax optax pytorch pytorch-lightning tutorial tutorials uvadlc

Last synced: 29 Nov 2024

https://github.com/labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 17 Dec 2024

https://github.com/Lightning-Universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 10 Nov 2024

https://github.com/lightning-universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 26 Sep 2024

https://github.com/PyTorchLightning/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 08 Nov 2024

https://github.com/erikwijmans/pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

hydra point-cloud pointnet2 pytorch pytorch-lightning

Last synced: 21 Dec 2024

https://github.com/erikwijmans/Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

hydra point-cloud pointnet2 pytorch pytorch-lightning

Last synced: 28 Oct 2024

https://github.com/vturrisi/solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

barlow-twins byol contrastive-learning deepcluster dino mae masked-input-prediction moco nnclr nvidia-dali pytorch pytorch-lightning ressl self-supervised-learning simclr simsiam swav transformer-models vibcreg vicreg

Last synced: 19 Dec 2024

https://github.com/jrieke/traingenerator

🧙 A web app to generate template code for machine learning

deep-learning machine-learning machine-learning-tutorials pytorch pytorch-ignite pytorch-lightning scikit-learn sklearn streamlit template tensorflow webapp website

Last synced: 22 Dec 2024

https://github.com/manujosephv/pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

deep-learning hacktoberfest machine-learning pytorch pytorch-lightning tabular-data

Last synced: 17 Dec 2024

https://github.com/miracleyoo/pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

best-practices config deep-learning pytorch pytorch-lightning pytorch-lightning-template template

Last synced: 15 Dec 2024

https://github.com/kwea123/ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

3d-reconstruction cuda instant-ngp nerf novel-view-synthesis pytorch pytorch-lightning

Last synced: 15 Dec 2024

https://github.com/airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser

Last synced: 19 Dec 2024

https://github.com/norse/norse

Deep learning with spiking neural networks (SNNs) in PyTorch.

autograd deep-learning gpu machine-learning neural-network neuromorphic pytorch pytorch-lightning spiking-neural-networks tensor

Last synced: 19 Dec 2024

https://github.com/grok-ai/nn-template

Generic template to bootstrap your PyTorch project.

best-practices best-practises cookiecutter deep-learning dvc github-actions huggingface-datasets hydra mkdocs pre-commit project-structure pytorch pytorch-lightning reproducibility research streamlit template wandb weights-and-biases

Last synced: 20 Dec 2024

https://github.com/qdrant/quaterion

Blazing fast framework for fine-tuning similarity learning models

contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search python pytorch pytorch-lightning similarity-learning similarity-search

Last synced: 01 Nov 2024

https://github.com/maum-ai/faceshifter

Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)

face-swapping pytorch pytorch-lightning

Last synced: 21 Dec 2024

https://github.com/Lightning-Universe/lightning-transformers

Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning

hydra pytorch pytorch-lightning transformers

Last synced: 03 Nov 2024

https://github.com/torchmd/torchmd

End-To-End Molecular Dynamics (MD) Engine using PyTorch

coarse-grained-molecular-dynamics machine-learning molecular-dynamics neural-networks pytorch pytorch-lightning

Last synced: 23 Nov 2024

https://github.com/krasserm/perceiver-io

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

deep-learning machine-learning perceiver perceiver-ar perceiver-io pytorch pytorch-lightning

Last synced: 17 Dec 2024

https://github.com/cccntu/minlora

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 09 Nov 2024

https://github.com/HHousen/TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

albert automatic-summarization bert distilbert extractive-summarization machine-learning pytorch-lightning roberta summarization summarization-dataset text-summarization transformer-models

Last synced: 11 Nov 2024

https://github.com/cccntu/minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 24 Oct 2024

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 21 Dec 2024

https://github.com/maum-ai/hififace

Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)

face-swapping pytorch pytorch-lightning wandb

Last synced: 16 Dec 2024

https://github.com/zjukg/NeuralKG

[Tool] For Knowledge Graph Representation Learning

deep-learning knowledge-graph knowledge-graph-completion knowledge-graph-embeddings link-prediction machine-learning neuralkg python pytorch-lightning

Last synced: 16 Nov 2024

https://github.com/mit-ll-responsible-ai/hydra-zen

Create powerful Hydra applications without the yaml files and boilerplate code.

configurable configuration dataclasses deep-learning dynamic-configuration machine-learning machinelearning pytorch pytorch-lightning reproducibility reproducible-science scalable yaml-configuration

Last synced: 15 Nov 2024

https://github.com/vita-group/sinnerf

[ECCV 2022] "SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang

gan nerf neural-radiance-fields pytorch pytorch-lightning

Last synced: 19 Dec 2024

https://github.com/ecs-vlc/FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

augmentation pytorch pytorch-lightning tensorflow torchbearer

Last synced: 13 Nov 2024

https://github.com/kwea123/casmvsnet_pl

Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning

3d-reconstruction blendedmvs cascade-cost-volume depth-prediction dtu-dataset multi-view-stereo mvsnet pytorch pytorch-lightning tanks-and-temples

Last synced: 17 Dec 2024

https://github.com/awslabs/renate

Library for automatic retraining and continual learning

aws continual-learning hyperparameter-tuning hyperparameters-optimization machine-learning machine-learning-algorithms neural neural-network pytorch pytorch-lightning sagemaker

Last synced: 21 Dec 2024

https://github.com/hasnainraz/fast-aginggan

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

cnn cycle-gan face-aging faceapp gan generative-adversarial-network neural-network pytorch pytorch-lightning realtime-face-aging tensorboard

Last synced: 17 Dec 2024

https://github.com/openclimatefix/skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

gan nowcasting nowcasting-models nowcasting-precipitation pytorch pytorch-implementation pytorch-lightning

Last synced: 21 Dec 2024

https://github.com/kwea123/nsff_pl

Neural Scene Flow Fields using pytorch-lightning, with potential improvements

nerf neural-radiance-fields neural-scene-flow-fields nsff pytorch pytorch-lightning view-synthesis

Last synced: 18 Dec 2024

https://github.com/compvis/net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

autoencoders gans generative-model inn lightning normalizing-flows pytorch pytorch-lightning streamlit

Last synced: 18 Dec 2024

https://github.com/Erlemar/pytorch_tempest

My repo for training neural nets using pytorch-lightning and hydra

deep-learning hacktoberfest hydra pytorch-lightning training-pipeline

Last synced: 15 Nov 2024

https://github.com/junhsss/consistency-models

A Toolkit for OpenAI's Consistency Models.

consistency-models diffusers diffusion-models generative-models image-generation pytorch pytorch-lightning stable-diffusion

Last synced: 17 Dec 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: 28 Oct 2024

https://github.com/rose-stl-lab/dyffusion

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

deep-learning diffusion diffusion-models ensemble-forecasts machine-learning neurips neurips-2023 probabilistic-forecasting pytorch pytorch-lightning spatiotemporal-forecasting

Last synced: 15 Dec 2024

https://github.com/lightning-uq-box/lightning-uq-box

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

bayesian-neural-networks conformal-prediction deep-learning earth-observation predictive-uncertainty pytorch pytorch-lightning uncertainty-quantification

Last synced: 18 Dec 2024

https://github.com/gle-bellier/flow-matching

Annotated Flow Matching paper

deep-learning flow-matching generative-ai machine-learning pytorch pytorch-lightning

Last synced: 18 Dec 2024

https://github.com/IntelLabs/matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

ai dgl pytorch pytorch-lightning

Last synced: 20 Nov 2024

https://github.com/intellabs/matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

ai dgl pytorch pytorch-lightning

Last synced: 22 Dec 2024

https://github.com/logancyang/loss-landscape-anim

Create animations for the optimization trajectory of neural nets

loss-landscape neural-nets optimization-trajectory pca pytorch pytorch-lightning

Last synced: 18 Dec 2024

https://github.com/borchero/pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

gaussian-mixture-models kmeans machine-learning markov-model pytorch pytorch-lightning

Last synced: 17 Dec 2024

https://github.com/cosmoquester/2021-dialogue-summary-competition

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

dialogue huggingface-transformers nlp pytorch-lightning summarization

Last synced: 09 Nov 2024

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

[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation

computer-vision cvpr2022 deep-learning few-shot-classification few-shot-learning few-shot-segmentation pytorch pytorch-lightning

Last synced: 15 Nov 2024

https://github.com/nmichlo/disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

autoencoders configurable datasets disentangled-representations disentanglement metric-learning metrics python python3 pytorch pytorch-lightning representation-learning vae

Last synced: 15 Nov 2024

https://github.com/MIMICLab/L-Verse

L-Verse: Bidirectional Generation Between Image and Text

deep-learning image-captioning image-to-text l-verse pytorch pytorch-lightning text-to-image transformer vq-vae

Last synced: 14 Dec 2024

https://github.com/bwconrad/vit-finetune

Fine-tuning Vision Transformers on various classification datasets

deep-learning huggingface image-classification pytorch pytorch-lightning vision-transformer

Last synced: 17 Dec 2024

https://github.com/sicara/gpumonitor

TF 2.x and PyTorch Lightning Callbacks for GPU monitoring

gpu-monitoring pytorch-lightning tensorflow

Last synced: 13 Oct 2024

https://github.com/kwea123/coordinate-mlps

Experiments of coordinate MLPs

coordinate-mlp gaussian-activation image-reconstruction neural-fields pytorch-lightning

Last synced: 30 Oct 2024

https://github.com/drivendataorg/zamba

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos

animals camera-traps chimps cli conservation deep-learning ecology gpu jungle machine-learning neural-network python pytorch pytorch-lightning video-processing videos

Last synced: 18 Dec 2024

https://github.com/Erlemar/wheat

Wheat Detection challenge on Kaggle

deep-learning hydra kaggle-competition object-detection pytorch pytorch-lightning torchvision

Last synced: 15 Nov 2024

https://github.com/rose-stl-lab/torchts

Time series forecasting with PyTorch

deep-learning machine-learning pytorch pytorch-lightning time-series

Last synced: 21 Dec 2024

https://github.com/julesbelveze/bert-squeeze

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

bert deebert distillation fastbert lstm nlp pruning pytorch-lightning quantization theseus transformers

Last synced: 17 Dec 2024

https://github.com/pietrolesci/energizer

An active learning library for Pytorch based on Lightning-Fabric.

active-learning deep-learning python pytorch pytorch-lightning

Last synced: 19 Nov 2024

https://github.com/duskvirkus/alias-free-gan

Unofficial Alias-Free GAN implementation. Based on rosinality's version with expanded training and inference options.

ai-art alias-free-gan generative-art machine-learning mlart pytorch pytorch-lightning stylegan

Last synced: 25 Nov 2024

https://github.com/twsl/whos-there

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

deep-learning lightning machine-learning python pytorch pytorch-lightning

Last synced: 10 Nov 2024

https://github.com/yoyolicoris/music-spectrogram-diffusion-pytorch

diffusion-models midi-player music-synthesis pytorch-implementation pytorch-lightning

Last synced: 02 Nov 2024

https://github.com/Lightning-Universe/Echo

Production-ready audio and video transcription app that can run on your laptop or in the cloud.

lightning openai openai-whisper pytorch-lightning speech-recognition

Last synced: 25 Nov 2024

https://github.com/xusenlinzy/lit-ie

A training and inference framework for open ner and re models! 信息抽取模型的统一训练和推理框架，包含丰富的开源SOTA模型

bert event-extraction global-pointer gplinker named-entity-recognition natural-language-processing pytorch-lightning relation-extraction transformers uie

Last synced: 06 Dec 2024

https://github.com/yoyololicon/music-spectrogram-diffusion-pytorch

diffusion-models midi-player music-synthesis pytorch-implementation pytorch-lightning

Last synced: 22 Oct 2024

https://github.com/alexeykarnachev/full_stack_transformer

Pytorch library for end-to-end transformer models training, inference and serving

gpt-2 language-model language-model-finetuning language-model-generation pytorch-lightning telegram-bot transformers

Last synced: 27 Nov 2024

https://github.com/gau-nernst/centernet-lightning

Implementation of CenterNet and FairMOT with PyTorch Lightning

centernet object-detection object-tracking pytorch pytorch-lightning

Last synced: 04 Dec 2024

https://github.com/kwea123/mvsnet_pl

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

3d-reconstruction depth-prediction multi-view-stereo mvsnet pytorch pytorch-lightning

Last synced: 30 Oct 2024

https://github.com/jianzhnie/AutoTabular

Automatic machine learning for tabular data. ⚡🔥⚡

automl catboost data-science deep-learning feature-engineering hpo lightgbm machine-learning pytorch-lightning scikit-learn structured-data tabular-data xgboost

Last synced: 22 Nov 2024

https://github.com/jianzhnie/autotabular

Automatic machine learning for tabular data. ⚡🔥⚡

automl catboost data-science deep-learning feature-engineering hpo lightgbm machine-learning pytorch-lightning scikit-learn structured-data tabular-data xgboost

Last synced: 06 Dec 2024

https://github.com/jetbrains-research/code2seq

PyTorch's implementation of the code2seq model.

code2seq ml4code ml4se pytorch pytorch-lightning

Last synced: 21 Dec 2024

https://github.com/speediedan/finetuning-scheduler

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

artificial-intelligence fine-tuning finetuning machine-learning neural-networks pytorch pytorch-lightning superglue transfer-learning

Last synced: 09 Nov 2024

https://github.com/kwea123/miner_pl

Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning

coordinate-mlp gaussian-activation image-reconstruction miner neural-fields pytorch-lightning

Last synced: 30 Oct 2024

https://github.com/maum-ai/pnlp-mixer

Unofficial PyTorch Implementation for pNLP-Mixer: an Efficient all-MLP Architecture for Language (https://arxiv.org/abs/2202.04350)

mlp-mixer nlp pytorch pytorch-lightning

Last synced: 11 Nov 2024

https://github.com/KushajveerSingh/resize_network_cv

PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets

computer-vision pytorch pytorch-implementation pytorch-lightning

Last synced: 15 Nov 2024

https://github.com/ari-dasci/S-TSFE-DL

Time Series Feature Extraction using Deep Learning

cnn convolutional deep-learning feature-extraction keras lstm neural-networks python3 pytorch pytorch-lightning recurrent rnn tensorflow time-series

Last synced: 30 Oct 2024

https://github.com/ybabakhin/zindi_wheat_growth

1st place solution for CGIAR Wheat Growth Stage Challenge

computer-vision deep-learning image-classification pytorch pytorch-lightning resnet

Last synced: 06 Dec 2024

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

An Easy To Use PyTorch Computer Vision Library

computer-vision deep-learning pytorch pytorch-lightning

Last synced: 27 Oct 2024

https://github.com/airctic/icedata

IceData: Datasets Hub for the *IceVision* Framework

annotation-parsers annotations-formats coco coco-dataset coco-parser computer-vision-datasets custom-parser dataset deep-learning fastai object-detection pycoco pycocotools pytorch pytorch-lightning voc-dataset voc-parser

Last synced: 14 Nov 2024

https://github.com/aehrc/cvt2distilgpt2

Improving Chest X-Ray Report Generation by Leveraging Warm-Starting

chest-xray-imaging distilgpt2 gpt-2 huggingface-transformers image-captioning medical-image-analysis mimic-cxr multimodal multimodal-deep-learning pytorch pytorch-lightning vision-transformer

Last synced: 25 Nov 2024

https://github.com/sooftware/lightning-asr

Modular and extensible speech recognition library leveraging pytorch-lightning and hydra.

asr conformer hydra pytorch-lightning speech-recognition

Last synced: 24 Nov 2024

https://github.com/ignf/flair-1

Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)

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

Last synced: 19 Dec 2024

https://github.com/davinnovation/pytorch-boilerplate

The OTHER pytorch boilerplate

boilerplate nni omegaconf pytorch pytorch-lightning

Last synced: 15 Nov 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: 16 Nov 2024

https://github.com/yuhui-zh15/transseg

Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation" (ML4H 2022)

medical-image-segmentation ml4h2022 pytorch pytorch-lightning transfer-learning

Last synced: 08 Nov 2024

https://github.com/Borda/kaggle_image-classify

Various Kaggle image classification challenges solutions

colab dataset image-classification kaggle-competition lightning-flash notebooks plant-pathology pytorch-lightning

Last synced: 15 Nov 2024

https://github.com/borda/kaggle_image-classify

Various Kaggle image classification challenges solutions

colab dataset image-classification kaggle-competition lightning-flash notebooks plant-pathology pytorch-lightning

Last synced: 19 Dec 2024

https://github.com/bwconrad/decoder-denoising

Pytorch reimplementation of Decoder Denoising Pretraining for Semantic Segmentation

pytorch pytorch-lightning segmentation self-supervised-learning semantic-segmentation

Last synced: 24 Nov 2024

https://github.com/serezd/vqvae-vqgan-pytorch-lightning

VQ-VAE/GAN implementation in pytorch-lightning

deep-learning pytorch pytorch-lightning vqgan vqvae

Last synced: 22 Nov 2024

https://github.com/FinnBehrendt/patched-Diffusion-Models-UAD

Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .

anomaly-detection deep-learning diffusion-models mri mri-reconstruction pytorch-implementation pytorch-lightning unsupervised-anomaly-detection unsupervised-learning

Last synced: 26 Oct 2024

https://github.com/nateraw/hf-hub-lightning

A PyTorch Lightning Callback for pushing models to the Hugging Face Hub 🤗⚡️

huggingface machine-learning pytorch-lightning

Last synced: 17 Nov 2024

https://github.com/bwconrad/can

PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".

contrastive-learning masked-image-modeling pytorch pytorch-lightning self-supervised-learning

Last synced: 24 Nov 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: 01 Nov 2024