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texture-data

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RimTouny / Texture-Image-Comparison

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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
  • Updated Jan 16, 2024

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