Dataset Versions

v4

1080x720

Generated on Dec 10, 2023

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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3231 Total Images

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Annotation Visualization

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Dataset Split

Train Set 87%

2807Images

Valid Set 9%

282Images

Test Set 4%

142Images

Preprocessing

Resize: Stretch to 1080x720

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

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Annotate

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train

Labels

Attributes

Raw Data

Annotations

Group:

space-deb

CLASSES

LAYERS

satellite

2

Unused Classes

space debris

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

ISS070-E-36636_png.jpg

1080x720

0.78MP

Updated Jul 11, 55909

6:59AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize	Stretch to 1080x720
Flip	Horizontal
90° Rotate	Applied

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "satellite": 1110,
        "space debris": 31956
    },
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    "destination": "df7452d3f81f7df9939a07c7b34775b6",
    "height": 720,
    "id": "9m4H1RwEr4DvdTl73JPt",
    "label": [],
    "labels": [],
    "name": "ISS070-E-36636_png.jpg",
    "numSteps": 3,
    "owner": "2VRMBhHOl4Q03mVqYh8UK1yTQBk1",
    "preprocessing": [
        "resize:[\"Stretch to\",1080,720]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
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            "name": "Resize",
            "value": "Stretch to 1080x720"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "9m4H1RwEr4DvdTl73JPt",
    "split": "train",
    "split.9a1nL33qZcLVQufWG6Ei.4": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",1080,720]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\"\n]",
    "updated": 1702166943586,
    "updatedDate": "Jul 11, 55909",
    "updatedTime": "6:59AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "9a1nL33qZcLVQufWG6Ei/4"
    ],
    "width": 1080
}

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    "height": 720,
    "key": "ISS070-E-36636_png_jpg.rf.e6d1db8f423c69bb21495a34774300ab.jpg",
    "width": 1080
}

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