README.md

Visker

• Visualization Tool For Keras
• Keras implementation of GradCAM.

1. Adapted and optimized code from https://github.com/jacobgil/keras-grad-cam.
2. Original torch implementation: https://github.com/ramprs/grad-cam.

Intermediate Layers

GradCam

Installation

1. To install firstly, clone this repository. Than open command prompt in that directory and pip install -r requirements.txt

Steps to run the scripts

1. Go to main folder, open cmd and run python main.py
2. To visualize the intermediate layers go to Intermediate Layer folder, open cmd and run python Intermediate.py

Note- SMTP mail and meta tag scripts are present in the root folder

Youtube Link

https://www.youtube.com/watch?v=4S27svxxaw8

Screenshots

Page 1

Page 2

Some links to study

• Visualizing part of CNN using Keras and Cats
• Class activation maps
• Visualizing CNN
• Deepvis
• Classs activation maps with Keras
• Visualize CNN with Keras
• Video: Keras prerequisites
• Video: Deep Learning with Python, TensorFlow, and Keras tutorial