Index of /cvrp

Name	Last modified	Size

Parent Directory		-
CVRP.zip	2024-12-25 12:29	1.1G
CVRP/	2024-12-25 10:29	-
CVRP_train&val.zip	2024-12-23 17:30	259M
README.html	2024-12-26 11:11	7.5K
model/	2024-12-25 15:44	-

CVRP

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.

The CVRP dataset is available for batch downloading as a compressed file `CVRP.zip`.

If you want to create your own dataset, follow this guide.

Here, we provide:

                📁cvrp/
                ├──📁model/                 # train model files
                │    ├── 📁checkpoint/           
                │    ├── 📁dataset_configs/             
                │    └── 📁model_configs/   
                │     
                ├──  CVRP.zip                # the compressed file of CVRP
                ├──  CVRP_train&val.zip      # training and validation sets used during training (a subset of CVRP)
                └──📁 CVRP                   # the CVRP dataset
                    ├── 📁FieldImages/ 
                    │   ├── 📁field_scenes/ 
                    │   │   ├── 📁Annotations/ 
                    │   │   │   ├── 00004.png
                    │   │   │   ├── ...
                    │   │   └── 📁Images/ 
                    │   │       ├── 00004.jpg
                    │   │       ├── ...
                    │   └── 📁multi_cultivars/ 
                    │       ├── 📁T1/ 
                    │       │   ├── 📁Annotations/ 
                    │       │   │   ├── T1_1.jpg
                    │       │   │   ├── ...
                    │       │   └── 📁Images/ 
                    │       │       ├── T1_1.jpg
                    │       │       ├── ...
                    │       └── ... 
                    ├── 📁IndoorPanicleImages/ 
                    │   ├── T6_1.png
                    │   ├── T6_2.png
                    │   ├── T6_3.png
                    │   ├── ...
                    ├── 📁TargetReconstruction
                    │   ├── G1204.ply
                    │   ├── G1210.ply
                    └── └── 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.