Description
The dataset acquisition equipment includes three prototypes: P600, G600, and M600. P600 and G600 consist of industrial cameras, grain holding platforms, and lighting sources for illumination. The M600 is a smartphone camera. The maize grains images include NORMAL (NOR) and six Damaged and Unsound (DU)-grain types: FUSARIUM (FM) grain, SPROUTED (SD) grain, MOULDY (MY) grain, BROKEN (BN) grain, ATTACKED by PESTS (AP) and HEATED (HD) grain.
Biological Information
Species: Maize
Latin name: Zea mays
Imaging tissue: Grain
Function Information
Computer vision tasks: Image classification
Potential application: Fine-grained recognition, domain adaptation, out-of-distribution recognition
Labeled instances: 16000
Label type: Image-level annotations
Related traits: -
Imaging
Total number of images: 16000
Image format: PNG
Average resolution: 407×382
Dataset size: 3.2G
Sampling geographic location: United
States; China
Acquisition
equipment: Professional-600 (P600),
General-600 (G600)
, Mobile-600 (M600)
Sampling platform: Controlled environment stationary platform
Sensors: RGB (visible light imaging)
