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121 search results found

So Vits Svc Fork ⭐ 8,080

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

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

Lightning Hydra Template ⭐ 3,322

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

Uvadlc_notebooks ⭐ 1,860

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

Labml ⭐ 1,771

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

Lightning Flash ⭐ 1,730

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

Traingenerator ⭐ 1,184

🧙 A web app to generate template code for machine learning

Pytorch_tabular ⭐ 1,138

A standard framework for modelling Deep Learning Models for tabular data

Pytorch Lightning Template ⭐ 878

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.

Icevision ⭐ 823

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

Open Metric Learning ⭐ 699

Library for metric learning pipelines and models.

Nn Template ⭐ 614

Generic template to bootstrap your PyTorch project.

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

Quaterion ⭐ 580

Blazing fast framework for fine-tuning similarity learning models

Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild

Perceiver Io ⭐ 382

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

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

Scenerf ⭐ 284

[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"

Neuralkg ⭐ 263

[Tool] For Knowledge Graph Representation Learning

Hydra Zen ⭐ 252

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

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

Pytorch_tempest ⭐ 193

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

Fast Aginggan ⭐ 179

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

Multi Camera Person Re Identification ⭐ 154

State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.

Neural Hmm ⭐ 143

Neural HMMs are all you need (for high-quality attention-free TTS)

Weakly Supervised End-to-End Learning (NeurIPS 2021)

Yet Another Lightning Hydra Template ⭐ 129

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

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

Official implementation for ICDAR 2021 best poster paper "Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer"

Covid Mask Detector ⭐ 102

Detect whether a person is wearing a mask or not

L Verse ⭐ 100

L-Verse: Bidirectional Generation Between Image and Text

Deep Packet ⭐ 100

Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Videotransformer Pytorch ⭐ 90

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Feartracker ⭐ 85

Official repo for FEAR: Fast, Efficient, Accurate and Robust Visual Tracker (ECCV 2022)

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

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

Monodepth_benchmark ⭐ 74

Code for "Deconstructing Monocular Depth Reconstruction: The Design Decisions that Matter" (https://arxiv.org/abs/2208.01489)

Whos There ⭐ 73

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

Energizer ⭐ 71

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

Satellighte ⭐ 68

📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !

Wheat Detection challenge on Kaggle

Time series forecasting with PyTorch

Comma10k Baseline ⭐ 59

A baseline segmentation example using the comma10k dataset (WIP)

Dyffusion ⭐ 58

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

Studio Lab ⭐ 57

Studio Lab is hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios

Head Segmentation ⭐ 52

👦 Human head semantic segmentation

Quickvision ⭐ 51

An Easy To Use PyTorch Computer Vision Library

Pytorch_multi_input_example ⭐ 49

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

Autotabular ⭐ 45

Automatic machine learning for tabular data. ⚡🔥⚡

IceData: Datasets Hub for the *IceVision* Framework

S Tsfe Dl ⭐ 44

Time Series Feature Extraction using Deep Learning

Quicksetup Ai ⭐ 41

A flexible template, as a quick setup for deep learning projects in pytorch-lightning

Bifusev2 ⭐ 41

BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation

Dolg Pytorch ⭐ 41

Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

Lightning Uq Box ⭐ 35

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

Keypoint Detection ⭐ 34

2D keypoint detection with Pytorch Lightning and wandb

⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.

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

Vit Finetune ⭐ 32

Fine-tuning Vision Transformers on various classification datasets

Pytorch Lightning Template ⭐ 32

my useful torch lightning training template

T Gcn Pytorch ⭐ 30

A PyTorch implementation of T-GCN

Image_classification ⭐ 27

🎯 Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Quadra: Effortless and reproducible deep learning workflows with configuration files.

Video Prediction Using Pytorch ⭐ 27

Video Predicting using ConvLSTM and pytorch

M3dref Clip ⭐ 26

[ICCV 2023] Multi3DRefer: Grounding Text Description to Multiple 3D Objects

P2P Federated Learning (p2pfl) is a decentralized federated learning library, it allows creating basic federated learning systems on p2p networks using gossip protocols.

MINSU3D: MinkowskiEngine-powered Scene Understanding in 3D

Pnml_ood_detection ⭐ 23

Out-of-distribution detection using the pNML regret. NeurIPS2021

Cultionet ⭐ 23

Image segmentation of cultivated land

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

Swin Transformer Ocr ⭐ 22

swin-transformer custom for OCR

Vision Lab ⭐ 22

Boilerplate for TorchVision Driven Deep Learning Research with PyTorch Lightning and Lightning Fabric

Official implementation for ECCV 2022 paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"

Brainmage ⭐ 20

Brain extraction in presence of abnormalities, using single and multiple MRI modalities

Ptl Oar Segmentation ⭐ 20

Boilerplate for PyTorch Lightning based medical-image segmentation pipeline for to enable automated segmentation of organs-at-risk (in head and neck cancer) by using Simple Open-Source 3D CNNS

Celebfaces_attributes_classification ⭐ 19

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.

Deepvision ⭐ 18

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.

Informer Pytorch Lightning ⭐ 18

A reorganized implementation of Informer based on PyTorch Lightning

Vqvae Vqgan Pytorch Lightning ⭐ 17

VQ-VAE/GAN implementation in pytorch-lightning

Webcolor ⭐ 17

Official implementation of Generative Colorization of Structured Mobile Web Pages, WACV 2023.

ODEON stands for Object Delineation on Earth Observations with Neural network. It is an agnostic framework for deep learning applied to GIS industry

Newsreclib ⭐ 16

PyTorch-Lightning Library for Neural News Recommendation

Mini Lightning ⭐ 16

The mini version of PyTorch Lightning

Dynamic Cdfsl ⭐ 15

Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".

Make Us Rich ⭐ 15

Cryptocurrency forecasting 📈 training and serving models made automatic

Large-Scale Bidirectional Training for Zero-Shot Image Captioning

Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection

Lightning Mlflow Hf ⭐ 14

Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

Wildfire_forecasting ⭐ 14

Deep Learning Models for Wildfire Danger Forecasting

Deepfillv2 Pylightning ⭐ 13

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

Tumor Expert ⭐ 13

brain tumor segmentation and classification software built to simplify medical imaging tasks for radiologists. using deep learning and 3D U-net segmentation model

Indicxnli ⭐ 13

Code Repository for the IndicXNLI paper.

Lung Tumor Segmentation ⭐ 12

An attempt at tumor segmentation with UNET and SegNet on the lung tumor dataset from the Medical Decathlon data.

Ai Awesome Project Template ⭐ 12

🤖 Project template for your next awesome AI project. 🦾

Diffusion Models Made Easy ⭐ 11

A collection of easy to understand diffusion model implementations in Pytorch.

Yerbamate ⭐ 10

A framework-agnostic deep learning package and experiment manager

Deepcodebase ⭐ 10

🏗️ A template for deep learning projects.

cardiAc ultrasound Segmentation & Color-dopplEr dealiasiNg Toolbox (ASCENT)

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