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5:50
YouTube
Inception AI
The Lens of Perception: Evaluating Kernel Sizes for Multi-Target Biomass Regression
This study examines how the spatial reach of a Convolutional Neural Network (CNN)—defined by its Kernel Size—affects the accuracy of biomass predictions. Using the CSIRO dataset, we systematically test three different "lenses": the 3x3 (local texture focus), the 5x5 (balanced view), and the 7x7 (broad context). The project highlights the ...
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