DLSEI 3.0 Cohort 3 registration has been closed.

Explainable AI: Scene Classification and GradCam Visualization

Included with DLSEI 3.0

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

4.68

Rating out of 5

Guided project Level

Recommended experience

2.00 Hours

Learn at your own pace

Data Science

Domain

About this guided project

In this 2 hour long hands-on project, we will train a deep learning model to predict the type of scenery in images. In addition, we are going to use a technique known as Grad-Cam to help explain how AI models think. This project could be practically used for detecting the type of scenery from the satellite images.

What skills will you gain?

Artificial Neural Networks

Machine Learning

Artificial Intelligence and Machine Learning (AI/ML)

Tensorflow

Applied Machine Learning

Deep Learning

Keras (Neural Network Library)

Artificial Intelligence

Computer Vision