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VisionHeatmaps.jl

Stable Dev Build Status Coverage Code Style: Runic Aqua.jl JET.jl

Julia package for visualization of input space attributions for vision models.

image of saxophone heatmap of saxophone

For more information, take a look at the documentation.

Installation

To install this package and its dependencies, open the Julia REPL and run

]add VisionHeatmaps

Related packages

  • TextHeatmaps.jl: Sibling package for visualization of sentiment analysis and input space attributions of NLP models.
  • Julia-XAI: VisionHeatmaps.jl was designed to visualize explanations from the Julia-XAI ecosystem and provides methods for the interface defined by XAIBase.jl.

Acknowledgements

Adrian Hill gratefully acknowledges funding from the German Federal Ministry of Education and Research under the grant BIFOLD26B.

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Heatmaps for vision models in Julia.

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