Exploring texture image processing with the Kylberg Texture Dataset, this project involves preprocessing, learning-free classification, and a multilayer perceptron. Metrics evaluate performance and compare methods. It was part of my uOttawa Master's in Computer Vision (2023).
keras
image-processing
keras-tensorflow
histogram-equalization
multilayer-perceptron
downsampling
gaussian-smoothing
image-pyramid
texture-image-comparison
texture-data
sobel-edge-filter
learning-free-classification
miss-classified-sample
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Updated
Jan 16, 2024