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Step 3: Add different image samples of bottles, cans, and papers in three different classes by clicking
the Upload button of each class.

Step 4: Click the Train Model button. After training, turn on the webcam and the model can classify
the objects based on the fed input.

u Orange Data Mining: Orange Data Mining tool provides tools for feature extraction from images, enabling
users to transform images into numerical representations that can be used in machine learning algorithms.

AI Activity
AI Activity
Orange Data Mining
Coral bleaching is the process when corals lose their vibrant colors and turn white.

Let’s learn how to use the Orange Data Mining tool for Image analytics by building a classification
model for early identification of coral bleaching to safeguard marine ecosystems.

Step 1: Download the dataset by the following link:
https://drive.google.com/drive/folders/1ppJ4d-8yOFJ2G22rHHpjNrK0ejdIAe5Q?usp=sharing
Step 2: Open Orange Data Mining app and install Image Analytics widget from the Add-ons option
under the Options tab.

Step 3: After installation, click the Image Analytics widget and select the Import Images option.

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