Jupyter Notebook vision-transformer

Open-source Jupyter Notebook projects categorized as vision-transformer
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Top 12 Jupyter Notebook vision-transformer Projects

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vision-transformer

  1. Transformers-Tutorials

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

  2. SaaSHub

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

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  3. VAR

    [NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation! (by FoundationVision)

  4. Transformer-Explainability

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

  5. T2T-ViT

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

  6. AlphaCLIP

    [CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

  7. HIPT

    Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

  8. eomt

    [CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).

    Project mention: DINOv3 | news.ycombinator.com | 2025-08-14

    You can pretty much use it as a drop-in replacement for anything built on top of DINOv2. E.g. if you want to fine-tune a segmentation model you can use EoMT[0] which uses DINOv2 as backbone and replace the backbone with DINOv3. If you just want to run it you can give LightlyTrain a spin [1]. There should also be support in the original EoMT repo soon. The methods in the DINOv3 paper focus on frozen backbones which are usually faster to train but might have lower performance than full fine-tuning.

    [0]: https://github.com/tue-mps/eomt

  9. deep-text-recognition-benchmark

    PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR) (by roatienza)

  10. tensorflow-image-models

    TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.

  11. vision-transformer-from-scratch

    A Simplified PyTorch Implementation of Vision Transformer (ViT)

  12. Vision-DiffMask

    Official PyTorch implementation of Vision DiffMask, a post-hoc interpretation method for vision models.

  13. vision_transformer_tf

    This repository contains the TensorFlow implementation of the paper "AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE" known as vision transformers.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source vision-transformer projects in Jupyter Notebook? This list will help you:

# Project Stars
1 Transformers-Tutorials 11,672
2 VAR 8,705
3 Transformer-Explainability 1,991
4 T2T-ViT 1,195
5 AlphaCLIP 875
6 HIPT 622
7 eomt 611
8 deep-text-recognition-benchmark 312
9 tensorflow-image-models 290
10 vision-transformer-from-scratch 251
11 Vision-DiffMask 32
12 vision_transformer_tf 29

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