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. Wheat grains can be categorized as NORMAL(NOR) and six types of DU grains: FUSARIUM & SHRIVELLED (F&S) grain, SPROUTED(SD) grain, MOULDY (MY) grain, BROKEN (BN) grain, grain ATTACKED by PESTS (AP) and BLACK POINT(BP) grain. Wheat grains are mainly sampled from The United States (USA), Canada (CAN), Australia (AU), Cambodia (KHM), and China (CHN).
Biological Information
Species: Wheat
Latin name: Triticum aestivum
Imaging tissue: Grain
Function Information
Computer vision tasks: Image classification
Potential application: Fine-grained recognition, domain adaptation, out-of-distribution recognition
Labeled instances: 163900
Label type: Image-level annotations
Related traits: -
Imaging
Total number of images: 163900
Image format: PNG
Average resolution: 142×202
Dataset size: 7.0G
Sampling geographic location: United States; Canada; Australia; Cambodia; China
Acquisition
equipment: Professional-600 (P600)
, General-600 (G600)
, Mobile-600 (M600)
Sampling platform: Controlled environment stationary platform
Sensors: RGB (visible light imaging)
