courseraАнализ данных

Explainable AI: Scene Classification and GradCam Visualization

Курс от Coursera

Средний≈ 1.9 чАнглийский

О курсе

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.

Навыки, которые вы освоите

Convolutional Neural Networks Computer Vision Applied Machine Learning Python Programming Model Training Deep Learning Predictive Modeling Data Preprocessing Image Analysis Keras (Neural Network Library)Model Evaluation Machine Learning Tensorflow Spatial Data Analysis

Программа курса

1 модулей · 4 учебных материалов

01Scene Classification and Explainable AI4 материалов

Project Title

Project-based Course OverviewЧтение Scene Classification & Explainable AIЛабораторная Graded Quiz: Test your Project UnderstandingЗадание

Учитесь у экспертов

Dr. Ryan Ahmed

Professor & AI Expert (1M+ Students)