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globalwheat2020

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shervinnd / Wheat_Detection

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Wheat Detection uses YOLO11 to identify wheat heads in images from the GlobalWheat2020 dataset. This project automates dataset download, model training, and inference with bounding box visualization. Ideal for precision agriculture, it supports crop monitoring with an easy-to-use Python script. 🌾🚜

python datascience yolo machinelearning imageprocessing deeplearning computervision objectdetection precisionagriculture ultralytics cropmonitoring wheatdetection agriculturetech globalwheat2020 aiinagriculture
  • Updated Aug 17, 2025
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