Postharvest Shanghai Bok Choy Dataset for Pre-Cutting Sorting

Published: 25 July 2026| Version 1 | DOI: 10.17632/84z7hs67fm.1
Contributors:
Yajie Yang,
,
,

Description

This dataset contains RGB images of postharvest leafy greens collected in multiple batches under a conveyor-based robotic sorting environment. It includes 575 images and 909 annotated plant instances. Each instance is annotated in AnyLabeling JSON format with a bounding box and an instance segmentation polygon; 864 instances also include a directed line from the root end toward the leaf region for orientation estimation. The dataset provides a fixed split of 460 training images and 115 validation images. It can support research on object detection, instance segmentation, root-end localization, orientation estimation, and vision-guided robotic sorting of leafy vegetables.

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Computer Vision, Robotics, Image Processing, Agricultural Engineering

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