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weed-detection

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A curated collection of 45 high-quality RGB image datasets for computer vision in agriculture. Features datasets for weed detection, disease identification, and crop monitoring, focusing on natural field scenes. Part of our GIL 2025 survey paper.

  • Updated Jan 28, 2025
  • TeX

This work explores the power of semi-supervised learning (SSL), which combines labeled and unlabeled data to im- prove weed detection accuracy. This study presents a novel pipeline integrating YOLO-based object detection, pseudo-labeling, and Graph Neural Networks (GNNs) for transductive learning.

  • Updated Feb 5, 2025
  • Jupyter Notebook

'CNN_Sorghum_Weed_Classifier' is an artificial intelligence (AI) based software that can differentiate a sorghum sampling image from its associated weeds images.

  • Updated Dec 18, 2023
  • Jupyter Notebook

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