Dataset Versions

v2

640x640

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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3263 Total Images

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Dataset Split

Train Set 87%

2839Images

Valid Set 9%

282Images

Test Set 4%

142Images

Preprocessing

Resize: Stretch to 640x640

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

1

Unused Classes

space debris

Tags

No Tags Applied

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

Attributes

ISS070-E-36668_png.jpg

640x640

0.41MP

Updated Jul 10, 55909

5:52AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize	Stretch to 640x640
90° Rotate	Applied

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "satellite": 1110,
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    "height": 640,
    "id": "0fXoTVYzA5bev9miGQVQ",
    "label": [],
    "labels": [],
    "name": "ISS070-E-36668_png.jpg",
    "numSteps": 2,
    "owner": "2VRMBhHOl4Q03mVqYh8UK1yTQBk1",
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        {
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    ],
    "source": "0fXoTVYzA5bev9miGQVQ",
    "split": "train",
    "split.9a1nL33qZcLVQufWG6Ei.2": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\"\n]",
    "updated": 1702166853158,
    "updatedDate": "Jul 10, 55909",
    "updatedTime": "5:52AM",
    "updatedTimezone": "+00:00",
    "versions": [
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    ],
    "width": 640
}

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    "height": 640,
    "key": "ISS070-E-36668_png_jpg.rf.c0a6eab4cf6eee152f94b9b5fefe9890.jpg",
    "width": 640
}

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