Explainable AI: Scene Classification and GradCam Visualization
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.
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- Level Intermediate
- Duration 3 hours
- Course by Coursera Project Network
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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.Modules
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- Scene Classification & Explainable AI
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Readings
- Project-based Course Overview
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- Graded Quiz: Test your Project Understanding
Auto Summary
Dive into "Explainable AI: Scene Classification and GradCam Visualization," a hands-on project offered by Coursera. In just 2 hours, you'll train a deep learning model to classify types of scenery in images and use Grad-Cam to demystify AI model decision-making. Ideal for intermediate learners in IT & Computer Science, this free course is perfect for those eager to understand AI's inner workings and practical applications, such as analyzing satellite images. Join now to enhance your AI skills with expert guidance.
Ryan Ahmed