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louisfb01/best_AI_papers_2022

A curated list of the latest AI breakthroughs in 2022 with explanatory videos, articles, and code.

3.2K
Archived
LLM Frameworks
Tutorials & Courses
#ai#artificial-intelligence#machine-learning

google-research/frame-interpolation

A Python library for high-quality frame interpolation of large motion videos using neural networks.

3.1K
Archived
Python
Computer Vision
API Frameworks
#frame-interpolation#optical-flow#video-processing

zju3dv/LoFTR

An open-source library for local feature matching using Transformers, useful for 3D vision and pose estimation tasks.

2.8K
Archived
Jupyter Notebook
Computer Vision
Backend Frameworks
Jupyter Notebook
#3d-vision#feature-matching#pose-estimation

mitmath/computational-thinking

An introductory course on computational thinking using the Julia programming language.

2.8K
Stable
Julia
Tutorials & Courses
Backend Frameworks
#computational-thinking#julia-programming#mit-course

crowsonkb/k-diffusion

A PyTorch library for Karras et al. (2022) diffusion models, useful for AI-powered coding tools.

2.6K
Archived
Python
LLM Frameworks
AI Code Generation
PyTorch
#diffusion-models#computer-vision#ml-ops

OFA-Sys/OFA

Official repository for the OFA (Unifying Architectures, Tasks, and Modalities) AI model, supporting various vision-language tasks.

2.6K
Archived
Python
LLM Frameworks
Computer Vision
PyTorch
#pretrained-models#multimodal#vision-language

virginiakm1988/ML2022-Spring

Official repository for Professor Hung-yi Lee's Machine Learning course in Spring 2022.

2.5K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
#machine-learning#deep-learning#academic

swz30/Restormer

Highly efficient transformer-based model for high-resolution image restoration tasks like deblurring, deraining, and denoising.

2.4K
Stable
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#image-restoration#deblurring

deepcam-cn/yolov5-face

A high-performance YOLO-based face detection model for computer vision applications.

2.4K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#face-detection#computer-vision#deep-learning

HuCaoFighting/Swin-Unet

Swin-Unet is a pure transformer-based model for medical image segmentation, with potential use in AI-powered coding tools.

2.3K
Experimental
Python
Computer Vision
AI App Builders
Python
#medical-imaging#image-segmentation#transformer-model

youlaitech/youlai-mall

An open-source full-stack e-commerce platform built with Spring Boot 3, Spring Cloud & Alibaba, and Vue3.

2.3K
Experimental
Java
API Frameworks
Authentication
Spring
#spring-boot#spring-cloud#vue3

AutomatedLab/AutomatedLab

AutomatedLab is a provisioning solution and framework for deploying complex labs on HyperV and Azure with simple PowerShell scripts.

2.2K
Active
PowerShell
React
#powershell-scripting#azure-deployment#hyper-v-provisioning

mouredev/Weekly-Challenge-2022-Kotlin

Weekly coding challenges in Kotlin for the MoureDev community to practice programming logic.

2.1K
Archived
Kotlin
Coding Challenges
Backend Frameworks
Kotlin
#kotlin#android#tutorial

clementchadebec/benchmark_VAE

A benchmark for evaluating different implementations of Variational Autoencoders (VAEs) in PyTorch.

2.0K
Archived
Python
Benchmarking
Variational Autoencoders
PyTorch
#benchmarking#vae#pytorch

hkchengrex/XMem

An ECCV 2022 paper on long-term video object segmentation using an Atkinson-Shiffrin memory model.

2.0K
Archived
Python
Computer Vision
Deep Learning
PyTorch
#computer-vision#deep-learning#eccv-2022

anshulrgoyal/rust-web-developer-roadmap

A detailed roadmap to becoming a Rust web developer in 2022, covering backend, frameworks, and best practices.

1.9K
Archived
Rust
Backend Frameworks
Backend Frameworks
Rust
#rust#web-development#backend

LuChengTHU/dpm-solver

Official code for a fast ODE solver for diffusion probabilistic model sampling in 10 steps

1.8K
Archived
Python
Diffusion Models
ML Ops
Python
#diffusion-models#score-based-generative-models#stable-diffusion

rochacbruno/python-week-2022

A template for the Python Week 2022 event, focusing on FastAPI, Jupyter, and pytest

1.8K
Archived
Python
API Frameworks
Backend Frameworks
FastAPI
#fastapi#pytest#jupyter

williamyang1991/DualStyleGAN

Generates high-resolution portrait style transfer using the Dual StyleGAN model.

1.7K
Archived
Jupyter Notebook
React
#style-transfer#portrait-style#dual-styledgan

MCG-NJU/VideoMAE

A self-supervised video representation learning model for video understanding tasks.

1.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#video-analysis#video-understanding#self-supervised-learning

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