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[ Computer vision · 2025 ]
Hum.ai
Rice quality grading from CNN and near-infrared imaging, judged against Philippine national standards.
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- Type
- Computer vision
- Year
- 2025
- Stack
- React, TypeScript, Python, FastAPI
Automated rice grading against Philippine National Standards (PNS/BAFS-290:2019). A convolutional neural network reads near-infrared and visible grain imagery to assess quality.
The React front end takes uploads or captures straight from a device camera and returns a grade with its supporting breakdown.