keras-grad-cam and gradcam-pytorch
About keras-grad-cam
jacobgil/keras-grad-cam
An implementation of Grad-CAM with keras
When you have a deep learning model classifying images, it can be hard to understand why it made a particular decision. This tool takes an image and a pre-trained Keras model, then highlights the specific regions in the image that most influenced the model's classification. It's used by machine learning engineers or researchers to interpret and debug their image classification models.
About gradcam-pytorch
sar-gupta/gradcam-pytorch
Implementation of GradCAM algorithm in Pytorch
This tool helps researchers and deep learning practitioners understand why a convolutional neural network makes a specific decision. By inputting an image and a pre-trained image classification model, it generates a heatmap highlighting the critical regions in the image that influenced the model's prediction. This allows users to interpret and debug their computer vision models more effectively.
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