Top 23 vision-transformer Open-Source Projects

• mmdetection

  23 27,833 8.4 Python

  OpenMMLab Detection Toolbox and Benchmark

  

• LaTeX-OCR

  21 10,860 3.6 Python

  pix2tex: Using a ViT to convert images of equations into LaTeX code.

Project mention: Detexify LaTeX Handwriting Symbol Recognition | news.ycombinator.com | 2023-11-14

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Transformers-Tutorials

  7 7,618 8.4 Jupyter Notebook

  This repository contains demos I made with the Transformers library by HuggingFace.

Project mention: AI enthusiasm #6 - Finetune any LLM you want💡 | dev.to | 2024-04-16

Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️

• Awesome-Transformer-Attention

  4 4,250 9.8

  An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

• SwinIR

  28 4,091 0.0 Python

  SwinIR: Image Restoration Using Swin Transformer (official repository)

Project mention: A smooth and sharp image interpolation you probably haven't heard of | news.ycombinator.com | 2024-05-02

• Efficient-AI-Backbones

  3 3,816 5.8 Python

  Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

  

• mmpretrain

  2 3,171 7.8 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

• SaaSHub

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• scenic

  5 3,010 8.6 Python

  Scenic: A Jax Library for Computer Vision Research and Beyond (by google-research)

  

• towhee

  26 3,001 8.6 Python

  Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

  

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

• EVA

  2 1,973 6.2 Python

  EVA Series: Visual Representation Fantasies from BAAI (by baaivision)

  

• EasyCV

  2 1,686 6.2 Python

  An all-in-one toolkit for computer vision

  

Project mention: FLaNK Stack Weekly for 20 June 2023 | dev.to | 2023-06-20

All in One Computer Vision https://github.com/alibaba/EasyCV

• Transformer-Explainability

  1 1,664 0.0 Jupyter Notebook

  [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

• VRT

  1 1,251 0.0 Python

  VRT: A Video Restoration Transformer (official repository)

• T2T-ViT

  2 1,120 0.0 Jupyter Notebook

  ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

  

• VoxFormer

  2 965 6.9 Python

  Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

  

• InternVideo

  3 933 8.0 Python

  Video Foundation Models & Data for Multimodal Understanding

  

• ONE-PEACE

  2 847 8.6 Python

  A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

  

Project mention: A general representation modal across vision, audio, language modalities | news.ycombinator.com | 2023-05-25

• how-do-vits-work

  3 784 0.0 Python

  (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

• vit-explain

  2 708 0.0 Python

  Explainability for Vision Transformers

• DAT

  1 702 3.7 Python

  Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention (by LeapLabTHU)

• ImageNet21K

  1 695 10.0 Python

  Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

  

• thepipe

  2 556 9.0 Python

  Feed PDFs, URLs, Slides, YouTube, and more into GPT-4-Vision with one line of code ⚡

Project mention: Show HN: I just open sourced my document/website extractor for Vision-LLMs | news.ycombinator.com | 2024-04-02

• swin2sr

  2 527 2.6 Python

  Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

• SaaSHub

  www.saashub.com featured

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vision-transformer related posts

• Show HN: I just open sourced my document/website extractor for Vision-LLMs

  2 projects | news.ycombinator.com | 2 Apr 2024

• How to annotate compound words to build NER models?

  1 project | /r/LanguageTechnology | 31 May 2023

• [Demo] Watch Videos with ChatGPT

  7 projects | /r/ChatGPT | 19 Apr 2023

• [D] Off-the-shelf image saliency scoring models?

  2 projects | /r/MachineLearning | 17 Apr 2023

• Scratch Implementation of Vision Transformer in PyTorch

  2 projects | /r/computervision | 13 Apr 2023

• [R] InternVideo: General Video Foundation Models via Generative and Discriminative Learning

  1 project | /r/MachineLearning | 10 Apr 2023

• [discussion] Anybody Working with VITMAE?

  1 project | /r/MachineLearning | 31 Mar 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 5 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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