Popular GitHub Repositories for Light Weight

? Light and Fast AI Assistant. Support: Web | iOS | MacOS | Android | Linux | Windows

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model.

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

This is a resouce list for low light image enhancement

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

Jcseg is a light weight NLP framework developed with Java. Provide CJK and English segmentation based on MMSEG algorithm, With also keywords extraction, key sentence extraction, summary extraction implemented based on TEXTRANK algorithm. Jcseg had a build-in http server and search modules for lucene,solr,elasticsearch,opensearch

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

Light-GPT is an interactive website project based on the GPT-3.5-Turbo Model.

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

Raspberry PI-TIMOLO ( PI-TImelapse, MOtion, LOwLight ) uses RPI picamera and OpenCV for Remote Headless Security Monitoring using Motion Tracking, Rclone Auto Sync files with remote storage services. Auto Twilight Transitions and Low Light Camera Settings. Panoramic images using PanTiltHat and More. This project is featured on GitHub Awesome software.

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

[CVPR2025] HVI: A New Color Space for Low-light Image Enhancement && "You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement"

? [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.