Top 23 Python vision-transformer Projects

vision-transformer

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• mmdetection

  23 29,244 5.8 Python

  OpenMMLab Detection Toolbox and Benchmark

  

• SaaSHub

  www.saashub.com featured

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

  

• LaTeX-OCR

  22 12,192 1.1 Python

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

  Project mention: Show HN: Synthesize TikZ Graphics Programs for Scientific Figures and Sketches | news.ycombinator.com | 2024-06-06

  already claim to (at least partially) support this.

  [1] https://github.com/lukas-blecher/LaTeX-OCR

• omniparse

  1 5,135 9.1 Python

  Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks

  Project mention: Show HN: I Made an Open Source Platform for Structuring Any Unstructured Data | news.ycombinator.com | 2024-07-02

• SwinIR

  28 4,390 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 4,005 6.0 Python

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

  

• mmpretrain

  2 3,398 3.2 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

• scenic

  5 3,287 7.6 Python

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

  

• towhee

  26 3,185 5.3 Python

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

  

• EVA

  2 2,244 5.1 Python

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

  

• EasyCV

  2 1,776 5.5 Python

  An all-in-one toolkit for computer vision

  

• VRT

  1 1,347 0.0 Python

  VRT: A Video Restoration Transformer (official repository)

• InternVideo

  3 1,338 8.7 Python

  [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

  

• thepipe

  6 1,134 9.6 Python

  Extract clean data from anywhere, powered by vision-language models ⚡

  Project mention: AIM Weekly for 07 Oct 2024 | dev.to | 2024-10-07

  🫶 Building Resilient AI Infrastructure: Deep Dive Zilliz Cloud's New Production-Ready Features 🙅 Contributing to Open Source 🛠️ Upcoming Data Engineering Best Practices for AI 📝 Building Scalable Image Retrieval 💫 NASA and IBM Weather Model 🙌 Improve Rag with Knowledge Graphs 🦾 Leader 📎 Evaluating RAG 🚙 Solid Data Curation 🤖 Sparse and Dense Embeddings 🍔 Cohere LLM University 📢 DataFormer for Synthetic Data 📢 PDF2Audio 📊 Screenpipe 📱 Vector DB Bencmarks 🛼 Extreme Quantization 📢 AI Powered Question & Answering 🐈‍⬛ Building LLMS Stanford Class 🌐 New Python Web UI 📊 Visualize RAG 🌐 Free Map Hosting 📊 Pipefunc 🖥️ The Pipe to extract 👽 New Audio Model 🧐 Easy Milvus Schema Generation 👽 Multimodal Models 72B 🌐 Fivetran + Milvus 🗣️ JSON Viewer 👽 ONNX Runtime GenAI 🚙 LLM Explorer 🦾 Interesting Computer Vision Techniques 📊 Build a model from embedding 🧩 Superchunk 👽 LLM Eval - Salesforce 🍔 Small AMD Model 🔥 Comfy UI 🔥 Molmo is a family of open vision-language models developed by the Allen Institute for AI. Molmo models are trained on PixMo

• VoxFormer

  2 1,040 6.9 Python

  Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

  

• ONE-PEACE

  2 946 4.0 Python

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

  

• vit-explain

  2 814 0.0 Python

  Explainability for Vision Transformers

• how-do-vits-work

  3 807 0.0 Python

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

• DAT

  1 770 3.3 Python

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

• ImageNet21K

  1 726 10.0 Python

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

  

• swin2sr

  2 576 0.0 Python

  [ECCV] 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

• parseq

  1 567 6.3 Python

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

• GCVit

  1 423 7.0 Python

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

  

• MPViT

  1 360 1.8 Python

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

Python vision-transformer related posts

• Extracting Data from Tricky PDFs with Google Gemini in 10 lines of Python

  1 project | dev.to | 18 Jul 2024

• Web Extraction with Vision-LLMs Done the Right Way: Structured Data From Any URL with GPT-4o

  1 project | dev.to | 22 May 2024

• 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
• A note from our sponsor - SaaSHub
  www.saashub.com | 12 Oct 2024

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