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GithubAng SingTown Technology na intelligent camera system na nakabase sa OpenMV ay nagbibigay-daan sa awtomatikong pagkilala ng mga bitak sa ibabaw at mga amag na spot sa mga butil ng bigas. Sa pamamagitan ng paggamit ng machine vision at image recognition technology, ang sistema ay nakakakuha ng maliliit na bitak, amag, o mga abnormalidad sa kulay, na nagbibigay ng mataas na kawastuhan at matalinong solusyon sa pagtuklas para sa pagproseso ng butil, pagsusuri ng kalidad, at kaligtasan sa pagkain.

In grain processing and food safety inspection, cracks and mold spots on the surface of rice grains are key indicators for determining quality and edibility. However, rice grains are small and numerous, making traditional manual inspection not only inefficient but also prone to missed detections.
SingTown's AI smart camera solution, built on the OpenMV platform, utilizes machine vision and computer vision technologies to achieve high-precision automatic recognition of tiny cracks and mold spots on the surface of rice grains.
The system captures images of rice grains using high-speed cameras, and AI algorithms analyze the texture, color, and morphology of the rice grain surfaces to accurately identify minute cracks, mold spots, and abnormal discolorations. The image recognition technology can handle variations in lighting, overlapping rice grains, and differences among varieties, ensuring stable and reliable detection results.
The recognition results can directly link with the automatic sorting device to remove unqualified rice grains, thereby improving processing quality and food safety standards. The SingTown smart camera offers advantages such as compact size, low power consumption, and high frame rate, enabling flexible edge deployment on production lines, inspection stations, or automated sorting systems for long-term continuous operation.
SingTown Technology ay nakatuon sa edge AI, machine vision, at image recognition technologies, na nagbibigay-kakayahan sa mga smart camera hindi lamang na "makita at ganap na makuha ang mga butil ng bigas" kundi pati na rin na suriin ang mga katangian ng kalidad. Nagbibigay ito ng matalino, maaasahan, at mataas na kahusayang embedded visual inspection solutions para sa mga grain processing enterprises, na nagpapataas ng kalidad ng produkto at kahusayan sa pagsusuri.

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