Datasets › High-Resolution Stereo Scans of 100 Sorghum Panicles

High-Resolution Stereo Scans of 100 Sorghum Panicles

Introduced by Harry Freeman et al. in 3D Reconstruction-Based Seed Counting of Sorghum Panicles for Agricultural Inspection14 Nov 2022 archive 2025-07-28

This dataset contains stereo images, depth data, camera position/orientation, and camera information for 100 sorghum panicles (the seed-bearing head of the sorghum stalk), as well as semantic segmentation labels for a subset of the data. The 100 sampled sorghum stalks are drawn from 10 different species, in groups of 10. For image capture an illumination-invariant flash camera developed at CMU was swept around the panicle using a UR5 robotic arm, and approximately 150 image pairs were captured for each panicle, giving a full 3D view of each stalk.

Benchmarks archive 2025-07-28

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Papers archive 2025-07-28

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Dataset loaders archive 2025-07-28

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Tasks archive 2025-07-28

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License archive 2025-07-28

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Modalities archive 2025-07-28

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Languages archive 2025-07-28

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Variants archive 2025-07-28

  • High-Resolution Stereo Scans of 100 Sorghum Panicles

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