Python vision-transformers

Open-source Python projects categorized as vision-transformers
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Topics: Pytorch Deep Learning Machine Learning Computer Vision explainable-ml
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Top 5 Python vision-transformer Projects

  • pytorch-grad-cam

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

    • Project mention: Exploring GradCam and More with FiftyOne | dev.to | 2024-02-13

    For the two examples we will be looking at, we will be using pytorch_grad_cam, an incredible open source package that makes working with GradCam very easy. There are excellent other tutorials to check out on the repo as well.

  • dino

    PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

    • Project mention: Batch-wise processing or image-by-image processing? (DINO V1) | /r/learnmachinelearning | 2023-11-15

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  • dino-vit-features

    Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

  • SeMask-Segmentation

    [NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

  • DFSpot-Deepfake-Recognition

    Determine whether a given video sequence has been manipulated or synthetically generated

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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).

Python vision-transformers related posts

  • Batch-wise processing or image-by-image processing? (DINO V1)

    1 project | /r/learnmachinelearning | 15 Nov 2023

  • Unsupervised semantic segmentation

    1 project | /r/learnmachinelearning | 9 Sep 2021

  • [D] Why Transformers are taking over the Compute Vision world: Self-Supervised Vision Transformers with DINO explained in 7 minutes!

    1 project | /r/DeepLearningPapers | 18 May 2021

  • A major part of real-world AI has to be solved to make unsupervised, generalized full self-driving work, as the entire road system is designed for biological neural nets with optical imagers

    1 project | /r/teslamotors | 4 May 2021

  • [D] Paper Explained - DINO: Emerging Properties in Self-Supervised Vision Transformers (Full Video Analysis)

    1 project | /r/MachineLearning | 1 May 2021

  • [R] DINO and PAWS: Advancing the state of the art in computer vision with self-supervised Transformers

    2 projects | /r/MachineLearning | 30 Apr 2021
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Index

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

Project Stars
1 pytorch-grad-cam 9,456
2 dino 5,854
3 dino-vit-features 315
4 SeMask-Segmentation 243
5 DFSpot-Deepfake-Recognition 89

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