Jupyter Notebook vision-transformer

Open-source Jupyter Notebook projects categorized as vision-transformer
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Topics: Deep Learning Computer Vision Pytorch Bert Tensorflow
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Top 11 Jupyter Notebook vision-transformer Projects

  • Transformers-Tutorials

    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 ❤️

  • Transformer-Explainability

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

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  • T2T-ViT

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

  • AlphaCLIP

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

    • Project mention: CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss | dev.to | 2024-04-15

    GitHub

  • HIPT

    Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

  • maxvit

    [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

  • tensorflow-image-models

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

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  • deep-text-recognition-benchmark

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

  • vision-transformer-from-scratch

    A Simplified PyTorch Implementation of Vision Transformer (ViT)

  • Vision-DiffMask

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

  • 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).

Jupyter Notebook vision-transformer related posts

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 7,510
2 Transformer-Explainability 1,660
3 T2T-ViT 1,119
4 AlphaCLIP 486
5 HIPT 455
6 maxvit 418
7 tensorflow-image-models 280
8 deep-text-recognition-benchmark 278
9 vision-transformer-from-scratch 85
10 Vision-DiffMask 27
11 vision_transformer_tf 24

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