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YOLO-ALDS: an instance segmentation framework for tomato defect segmentation and grading based on active learning and improved YOLO11

Sheng Xue, Zhenye Li, D Wang, Tingting Zhu, Baohua Zhang, Chao Ni

2025Computers and Electronics in Agriculture14 citationsDOI

Topics & Concepts

SegmentationArtificial intelligenceComputer visionGrading (engineering)Computer scienceImage segmentationScale-space segmentationActive contour modelPattern recognition (psychology)Machine learningEngineeringCivil engineeringSmart Agriculture and AIIndustrial Vision Systems and Defect DetectionSpectroscopy and Chemometric Analyses
YOLO-ALDS: an instance segmentation framework for tomato defect segmentation and grading based on active learning and improved YOLO11 | Litcius