CS5720 - Week 4
Slide 70 of 80

Interactive CNN Layer Demo

CNN Operations Visualization

Input Image
5×5×1
→
Convolution
*
stride=1
3×3 Filter
→
ReLU Activation
3×3×1
→
Max Pooling
2×2×1

Interactive Controls

Step-by-Step Convolution Animation

Click "Animate" to see the convolution operation in action!

Output Size Formula:
Output = ⌊(Input + 2×Padding - Filter_Size) / Stride⌋ + 1
Current: ⌊(5 + 2×0 - 3) / 1⌋ + 1 = 3×3
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Prepared by Dr. Gorkem Kar