Title: GrainSpaceR

Potential Application: Fine-grained recognition, domain adaptation, out-of-distribution recognition
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Main Information
Description

The dataset acquisition equipment comprises three prototypes: P600, G600, and M600. P600 and G600 consist of industrial cameras, grain holding platforms, and lighting sources for illumination. In contrast, M600 is a smartphone camera. Among the eight subtypes of rice grains, Malis, SQ, and 545 are categorized as "Thai Hom Mali Rice," whereas HF, WC, and HN possess similar prices. The JZ category and SY category were sourced from the same province.

Biological Information
  • Species: Rice
  • Latin name: Oryza sativa
  • Imaging tissue: Grain
  • Function Information
  • Computer vision tasks: Image classification
  • Potential application: Fine-grained recognition, domain adaptation, out-of-distribution recognition
  • Labeled instances: 82000
  • Label type: Image-level annotations
  • Related traits: -
  • Imaging
  • Total number of images: 82000
  • Image format: PNG
  • Average resolution: 166×322
  • Dataset size: 6.4G
  • Sampling geographic location: Cambodia; China
  • Acquisition equipment: Professional-600 (P600) , General-600 (G600) , Mobile-600 (M600)
  • Sampling platform: Controlled environment stationary platform
  • Sensors: RGB (visible light imaging)
  • Current Slide (image properties)