early Sample Videos

Introduction: Wheat Head Counter and Wheat Kernel Counter

  • TKW is the weight of one thousand seeds from a random sample. Prior to seeding a crop, producers must know the TKW to calculate a target weight of seed per acre, to calculate optimal seeding rate, calibrate a seed drill, and estimate crop yields.
  • For farmers and growers, real-time wheat yield estimation is often performed by randomly selecting and manually counting the number of harvestable heads from a specific length of plant row in various locations around a field. By counting kernels on heads, determining the distance between rows and applying each measure to a formula, an approximate yield can be calculated.

A Web Application to Count and Grade Wheat Kernels (Draft Demo)

After users upload a wheat kernel image, the platform will automatically count and label each seed  in the photo within one second. It can also identify and label Fusarium damaged kernels [FDK]. In addition, users can visualize results and verify accuracy, manually fixing any errors and achieving better accuracy if necessary. This is a demo. We are still working on the FDK feature. 

Wheat Kernel Counter Mobile Application Demo 1 (Draft)

Users take a handful of wheat seeds, place them on a standard A4 paper, and take a photo with a mobile device. Our application can count and label each seed in the photo within one second.

Wheat Kernel Counter Mobile Application Demo 2 (Draft)

Users select an image of wheat seeds from Album, our application can count and label each seed in the photo within one second.

Fusarium Damaged Kernels (FDK) Detector Demo (Draft)

Users take a handful of wheat seeds with Fusarium damaged kernels (FDK), place them on a standard A4 paper, and take a photo with a mobile device. Our application can count and label each seed and FDK in the photo within one second. This is a demo. We are still working on the accuracy of the FDK feature.

Wheat Head Mobile Application Demo (Draft)

With our solution, farmers use smartphones, cameras, or drones to take photos of wheat heads instead of manually counting them. Our application will be able to calculate crop yield (such as bushels per acre) from these images in real-time. This is a demo. We are still working on the real-time crop yield estimation.

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