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Comparing ANN and CNN Performance

Comparing ANN and CNN Performance

After training both models, compare their performance.

ANN

CNN

Simple architectureSpecialized for images
Lower accuracyHigher accuracy
Uses flattened imagesPreserves spatial features
More parametersFeature extraction using convolution

The CNN performs better because it automatically learns meaningful image features, making it more effective for image classification tasks.