Top 23 Python vision-transformer Projects

• mmdetection

  23 27,742 8.7 Python

  OpenMMLab Detection Toolbox and Benchmark

  

• LaTeX-OCR

  21 10,770 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

  www.influxdata.com sponsored

  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.

  

• SwinIR

  27 4,060 0.0 Python

  SwinIR: Image Restoration Using Swin Transformer (official repository)

• Efficient-AI-Backbones

  3 3,783 4.4 Python

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

  

• mmpretrain

  2 3,156 7.8 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

• scenic

  5 2,995 8.6 Python

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

  

• towhee

  26 2,989 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

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• EVA

  2 1,957 6.2 Python

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

  

• EasyCV

  2 1,679 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

• VRT

  1 1,244 0.0 Python

  VRT: A Video Restoration Transformer (official repository)

• VoxFormer

  2 961 6.9 Python

  Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

  

• InternVideo

  3 909 8.0 Python

  Video Foundation Models & Data for Multimodal Understanding

  

• ONE-PEACE

  2 838 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

• ImageNet21K

  1 695 10.0 Python

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

  

• DAT

  1 693 3.7 Python

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

• swin2sr

  2 526 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

• thepipe

  2 506 9.0 Python

  Feed PDFs, docs, slides, web pages and more into GPT-4-Vision in 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

• parseq

  1 496 6.7 Python

  Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

Project mention: need help for license plate number segmentation | /r/deeplearning | 2023-05-31

I really recommend the usage of scene text recognition models. They are perfect for these type of usecases: https://github.com/baudm/parseq or check https://paperswithcode.com/task/scene-text-recognition make sure to check the licenses and good luck 👍🏻

• GCVit

  1 414 7.0 Python

  [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

  

• MPViT

  1 340 1.8 Python

  [CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction

• CrossViT

  1 299 0.0 Python

  Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

  

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python 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
• [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
• [P] Can I do better than this? [Image near-duplicate and similarities clustering]
  1 project | /r/MachineLearning | 27 Mar 2023
• [N] First-Ever Course on Transformers: NOW PUBLIC
  2 projects | /r/MachineLearning | 9 Jul 2022
• A note from our sponsor - WorkOS
  workos.com | 26 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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