Title: Durum

Potential Application: Classification of durum wheat type 1252
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Main Information
Description

The study focused on analyzing and categorizing Type-1252 durum wheat kernels. The type-1252 durum wheat is the primary component in pasta and semolina products widely cultivated in Turkey. The wheat kernels were selected according to their vitreousness and grouped into different types such as Vitreous, Starchy, Foreign Matters, Mixture of All Durum Wheat, and Foreign Matters, and identified as Durum Wheat.

Biological Information
  • Species: Wheat
  • Latin name: Triticum aestivum
  • Imaging tissue: Grain
  • Function Information
  • Computer vision tasks: Image classification
  • Potential application: Classification of durum wheat type 1252
  • Labeled instances: 325
  • Label type: Image-level annotations
  • Related traits: 236 morphological, color, wavelet and gababorlet features
  • Imaging
  • Total number of images: 325
  • Image format: TIFF
  • Average resolution: 890×1088
  • Dataset size: 984M
  • Sampling geographic location: Turkey
  • Acquisition equipment: Prosilica GT2000C
  • Sampling platform: Controlled environment stationary platform
  • Sensors: RGB (visible light imaging)
  • Current Slide (image properties)