texture-image-comparison

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RimTouny / Texture-Image-Comparison
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).
image-processing multilayer-perceptron texture-data texture-image-comparison downsampling gaussian-smoothing histogram-equalization image-pyramid keras keras-tensorflow learning-free-classification miss-classified-sample sobel-edge-filter

RimTouny / Texture-Image-Comparison