grad-cam

Open-source projects categorized as grad-cam
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Language: + Python + Jupyter Notebook
Topics: explainable-ai xai Pytorch explainable-ml saliency
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Top 5 grad-cam Open-Source 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.

  • tf-keras-vis

    Neural network visualization toolkit for tf.keras

  • InfluxDB

    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.

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  • explainable-cnn

    📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

  • timm-vis

    Visualizer for PyTorch image models

  • CWOX

    A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.

    • Project mention: Two-Stage Contrastive Whole Output Explaination (CWOX-2s) | news.ycombinator.com | 2023-06-13

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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).

grad-cam related posts

  • Exploring GradCam and More with FiftyOne

    2 projects | dev.to | 13 Feb 2024

  • Which layers are doing image segmentation on AutoEncoders/U-NET?

    1 project | /r/computervision | 10 Jul 2022

  • [D] Algorithm for view prediction?

    1 project | /r/MachineLearning | 1 Jul 2022

  • [P] Adapting Class Activation Maps for Object Detection and Semantic Segmentation

    2 projects | /r/MachineLearning | 30 Dec 2021

  • [Project] Recent Class Activation Map Methods for CNNs and Vision Transformers

    2 projects | /r/MachineLearning | 25 Apr 2021
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Index

What are some of the best open-source grad-cam projects? This list will help you:

Project Stars
1 pytorch-grad-cam 9,483
2 tf-keras-vis 306
3 explainable-cnn 212
4 timm-vis 39
5 CWOX 8

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