Grain Quality Classifier (Raw Rice, Parboiled Rice, Canadian Yellow Lentil & Wheat)

Select Commodity:

Raw Rice Analysis Option:

Drag & Drop your image here

or click to browse files (JPG, PNG, JPEG)

Camera inactive. Click 'Start Camera' below.

Advanced Detection Parameters

Min Grain Area (px²): Filters out small dust / background noise specks.

Confidence Threshold: Leave blank to use default calibrated threshold (0.25).

Max Compression Target (KB): Compresses image in KB size prior to running preprocessing.

Enable Image Brightening Preprocessing

Detect Chalky Grains in Raw Rice

Detect Foreign Objects (Stones, Wood, Stems)

Parboiled Discoloration Sensitivity: Calibrated to 1.0 based on TNCSC Circular No. 08/2024 ground truth data.

Analysis Results (Raw Rice)

Select a commodity and option, then upload or capture an image to view classification breakdown and annotated bounding boxes.