gkeechin/vizgradcam
vizgradcam is the fastest way to visualize GradCAM with your Keras models.
This tool helps machine learning engineers understand why their image classification models make certain predictions. You provide a trained Keras convolutional neural network and an image, and it outputs a visual heatmap superimposed on the original image. This heatmap highlights the specific regions of the image that the model focused on when making its decision.
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Use this if you need a quick way to visually explain the decisions of your Keras image classification models and ensure they are focusing on relevant image features.
Not ideal if you are working with non-Keras models or need explainability for model types other than image classification (e.g., text, tabular data).
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60
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22
Language
Python
License
MIT
Category
Last pushed
Oct 07, 2021
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