Identify rice grains using AI

Below is a free classifier to identify rice grains. Just upload your image, and our AI will predict which grain type it is - in just seconds.

rice grains identifier

Upload a close-up of the rice grain

How this classifier works

To start, upload your image. Our AI tool will then predict which grain type it is.

This pretrained image model uses the Rice Image Dataset dataset and is built with 25000 samples across 5 labels, including Ipsala, Karacadag, Arborio, Jasmine, or Basmati.

We'll also show a confidence score (the higher the number, the more confident the AI model is of which grain type it is).

Whether you’re a tech-minded cook, just curious, or building rice grains detection into your application, we hope our classifier proves helpful.

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Need to identify rice grains at scale?

Get API or Zapier access to this classifier for free. It's perfect for:



  • Rice Mills: Sort different rice varieties for accurate packaging and labeling. Maintain quality control by identifying and removing broken or discolored grains.

  • Agricultural Research: Analyze grain samples to study crop yields and quality. Track changes in rice varieties over multiple growing seasons.

  • Food Manufacturing: Ensure the correct rice type is used in various food products. Monitor grain quality for consistency in prepared meals and ingredients.

  • Grain Trading: Verify the quality and variety of rice shipments for fair pricing. Detect any mixing of different rice types in bulk orders.

  • Restaurant Supply: Confirm the authenticity of premium rice varieties for high-end restaurants. Maintain consistent quality in rice-based dishes across multiple locations.

  • Seed Production: Identify and separate pure seed grains for cultivation purposes. Maintain genetic purity of different rice varieties for breeding programs.

  • Customs and Import Inspection: Verify rice shipments against declared varieties and quality standards. Prevent the import of unauthorized or mislabeled rice products.

Want this classifier for your business?

In just minutes you can automate a manual process or validate your proof-of-concept.

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