/img_segmentation_from_classifier

Image segmentation using classifier

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Image segmentation from a classifier

Images can be segmented using a pretrained CNN classification network. It is not a good idea for segmentation, but it is a very effective tool for visualization of the classifier.

GitHub Logo

The logic behind this is very simple, Gradient in the image space signifies the contribution of each pixel toward prediction and this information can be used for image segmentation.

Corresponding Medium Post

https://medium.com/@negidhirendersingh26/image-segmentation-using-classifier-82f2085f5bc6

Demo

Ipython notebook

References

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

License

The Apache License 2.0. Please see the license file for more informat