38 Open source projects that are alternatives of or similar to pytorch-lightning-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

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

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

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

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

neural network based speaker embedder

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

PyTorch Implementation of SOTA SSL methods

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

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

Pythonic functions for creating and enhancing Hydra applications

Simplistic Pytorch Implementation of the Dreamer-RL

IceData: Datasets Hub for the *IceVision* Framework

Utils and modules for Speech Language and Multimodal processing using pytorch and pytorch lightning

Serving model through api. FastApi + PytorchLightning

Detect whether a person is wearing a mask or not

🧶 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

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

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

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

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

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

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

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

Custom ML tracking experiment and debugging tools.

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

Light Face Detection using PyTorch Lightning

Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.

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

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

An Easy To Use PyTorch Computer Vision Library

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Flexible components pairing 🤗 Transformers with Pytorch Lightning

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

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

This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.

Automatic machine learning for tabular data. ⚡🔥⚡

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