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--- |
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license: cc-by-4.0 |
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task_categories: |
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- image-classification |
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- video-classification |
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language: |
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- en |
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tags: |
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- corn |
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- maize |
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- leaf |
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- agriculture |
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- digital-agriculture |
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- plant-health |
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- crop-damage |
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- defoliation |
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- computer-vision |
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pretty_name: 'LeafScan: Corn Leaf Defoliation' |
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size_categories: |
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- 1K<n<10K |
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--- |
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# # LeafScan-CornDefoliation2025-V1.0 Dataset |
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A multi-level dataset for corn leaf defoliation assessments research. Provides corn leaves processed in both video and image form. Paired to the LeafScan research project at https://github.com/KevynAngueira/LeafScan. |
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- **Fields:** 7 sampled sites across 3 states (IA, IN, OH) |
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- **Plants:** 18 total plants |
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- **Leaves:** 149 leaves total, with leaf number 7-21 |
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- **Media:** 1000+ videos & images across healthy, defoliated, and simulated conditions |
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Zenodo: 10.5281/zenodo.17289901 |
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Github: https://github.com/KevynAngueira/LeafScan |
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Author: Kevyn Angueira Irizarry |
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### Folder Structure |
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<pre> |
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dataset/ |
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├── LeafScan/ |
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│ ├── healthy/ |
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│ │ ├── raw_videos/ |
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│ │ └── segmented_videos/ |
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│ └── defoliated/ |
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│ ├── raw_videos/ |
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│ └── segmented_videos/ |
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└── Board/ |
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├── healthy/ |
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│ ├── raw_images/ |
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│ └── segmented_images/ |
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└── simulated/ |
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├── raw_images/ |
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└── segmented_images/ |
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</pre> |
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### Metadata Structure |
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# field.json: |
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<pre> |
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field_[fid] |
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└── field_description |
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├── storm |
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│ ├── growth_stage |
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│ └── date |
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├── collection |
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│ ├── growth_stage |
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│ └── date |
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├── location |
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│ ├── state |
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│ └──county |
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└── notes |
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</pre> |
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# plant.json |
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<pre> |
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field_[fid] |
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└── plant_[pid] |
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└── plant_description |
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├── growth_stage |
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└── notes |
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</pre> |
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# leaves.json |
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<pre> |
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field_[fid] |
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└── plant_[pid] |
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└── leaf_[lid] |
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├── leaf_description |
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│ ├── status |
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│ ├── leaf_number |
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│ ├── defoliation |
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│ └── notes |
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└── measurements |
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├── area |
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│ ├── original |
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│ └── simulated |
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├── max_length |
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│ ├── original |
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│ └── simulated |
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├── max_width |
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│ ├── original |
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│ └── simulated |
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└── widths |
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</pre> |
