Datasets:
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text string |
|---|
path: ./datasets/SULAND_v2/data-iid # dataset root dir |
train: train/images # train images (relative to 'path') 128 images |
val: val/images # val images (relative to 'path') 128 images |
test: test/images # test images (optional) |
# Classes (80 COCO classes) |
names: |
0: butterfly |
1: starfish |
{ |
"images": [ |
{ |
"id": 1, |
"file_name": "images/ITA-v10/ITA-v10-0.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 2, |
"file_name": "images/ITA-v10/ITA-v10-1.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 3, |
"file_name": "images/ITA-v10/ITA-v10-10.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 4, |
"file_name": "images/ITA-v10/ITA-v10-100.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 5, |
"file_name": "images/ITA-v10/ITA-v10-101.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 6, |
"file_name": "images/ITA-v10/ITA-v10-102.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 7, |
"file_name": "images/ITA-v10/ITA-v10-103.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 8, |
"file_name": "images/ITA-v10/ITA-v10-104.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 9, |
"file_name": "images/ITA-v10/ITA-v10-105.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 10, |
"file_name": "images/ITA-v10/ITA-v10-106.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 11, |
"file_name": "images/ITA-v10/ITA-v10-107.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 12, |
"file_name": "images/ITA-v10/ITA-v10-108.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 13, |
"file_name": "images/ITA-v10/ITA-v10-109.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 14, |
"file_name": "images/ITA-v10/ITA-v10-11.jpg", |
"width": 1440, |
"height": 1920 |
}, |
{ |
"id": 15, |
"file_name": "images/ITA-v10/ITA-v10-110.jpg", |
"width": 1440, |
"height": 1920 |
End of preview.
Refined SUrface LANDmine (SULAND_v2) Detection Dataset
Codebase
https://github.com/PrasannaPulakurthi/SULAND_v2
Download Dataset
pip install huggingface_hub
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="prasannareddyp/SULAND_v2_RGB_Surface_Landmine_Dataset", filename="Annotation_files_for_SULAND_v2.zip", repo_type="dataset", local_dir="./datasets/")
hf_hub_download(repo_id="prasannareddyp/SULAND_v2_RGB_Surface_Landmine_Dataset", filename="SULAND_images.zip", repo_type="dataset", local_dir="./datasets/")
Prepare the SULAND_v2 Dataset
unzip ./datasets/Annotation_files_for_SULAND_v2.zip -d ./datasets
unzip ./datasets/SULAND_images.zip -d ./datasets
rsync -a ./datasets/SULAND_images/ ./datasets/SULAND_v2/
Dataset Structure
| ID | Name | Landmine Type |
|---|---|---|
| 0 | butterfly | PFM1 |
| 1 | starfish | PMA2 |
datasets/<dataset_name>/
├── data-iid/ # In-Distribution (Italy)
│ ├── ITA.yaml
│ ├── train/
│ │ ├── images/
│ │ └── labels/
│ ├── val/
│ │ ├── images/
│ │ └── labels/
│ ├── test/
│ │ ├── images/
│ │ └── labels/
│ └── annotations/ # COCO JSON (generated)
│ ├── instances_train.json
│ ├── instances_val.json
│ └── instances_test.json
└── data-ood/ # Out-of-Distribution (USA)
├── USA.yaml
├── val/
│ ├── images/
│ └── labels/
└── annotations/ # COCO JSON (generated)
└── instances_val.json
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