Datasets:
Tasks:
Image Segmentation
Modalities:
Image
Formats:
imagefolder
Sub-tasks:
semantic-segmentation
Languages:
English
Size:
1K - 10K
CVRP
Multi-cultivar and multi-view rice plant image dataset (CVRP) consists of 2,303 field images of rice plants, captured from 231 landraces and 50 modern
cultivars. Each image is paired with its corresponding annotated mask. Additionally, we provide 123 indoor images focused on individual panicles and 3D target reconstruction files.
Overview
The dataset includes:
- Field images: Capturing multiple cultivars and field scenes with panicles.
- Indoor images: Focused on panicles with precise details.
- Annotations: Pixel-level segmentation masks for panicle segmentation tasks.
- 3D Reconstructions: Point clouds in
.ply
format for target reconstruction.
Dataset Structure
πCVRP/
βββ πFieldImages/
β βββ πfield_scenes/
β β βββ πAnnotations/
β β β βββ 00004.png
β β β βββ ...
β β βββ πImages/
β β βββ 00004.jpg
β β βββ ...
β βββ πmulti_cultivars/
β βββ πT1/
β β βββ πAnnotations/
β β β βββ T1_1.jpg
β β β βββ ...
β β βββ πImages/
β β βββ T1_1.jpg
β β βββ ...
β βββ ...
βββ πIndoorPanicleImages/
β βββ T6_1.png
β βββ T6_2.png
β βββ T6_3.png
β βββ ...
βββ πTargetReconstruction
β βββ G1204.ply
β βββ G1210.ply
βββ βββ G1224.ply
Dataset Statistics
Category | Field Data (Multiple Cultivars) | Field Data (Field Scenes) | Indoor Data | Total |
---|---|---|---|---|
Images | 2203 | 100 | 123 | 2426 |
Annotations | 2203 | 100 | -- | 2303 |
Data and Code Availability
The CVRP dataset and accompanying codes are publicly available from Hugging Face at https://huggingface.co/datasets/CVRPDataset/CVRP & https://huggingface.co/CVRPDataset/Model, and Bioinformatics service in Nanjing Agricultural University at http://bic.njau.edu.cn/CVRP.html.
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