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Task: Demonstrate CNN Filter Concepts with NumPy Implementation

Task: Demonstrate CNN Filter Concepts with NumPy Implementation: a task in Terminal-Lego-15k (Harbor dataset). Implement a Python script that demonstrates the key concepts of Convolutional Neural Network (CNN) filters, specifically addressing:

The task

Implement a Python script that demonstrates the key concepts of Convolutional Neural Network (CNN) filters, specifically addressing:

Part of PrimeIntellect/Terminal-Lego-15k.