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Material recognition project

This is project for classifying construction materials based on the data collected from a construction site. The algorithm can be divided into follwing steps:

  • Segmenting a given image into patches
  • Texture features are extracted from these patches
  • Based on the feature extracted, classification is performed

The pictorial representation representation of the algorithm is shown in the figure below:

flowchart

Result

Below is example result produced by the model trained (left image= input, right image= output)

result