Dataset Versions

2024-07-17 9:08pm

Generated on Jul 17, 2024

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7950 Total Images

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Dataset Split

Train Set 94%

7439Images

Valid Set 6%

493Images

Test Set 0%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -15° and +15°

Blur: Up to 2.5px

Similar Projects

Annotations

Group:

Trains

000000045543.jpg

640x640

0.41MP

Updated Apr 4, 56514

5:18PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Rotation

-9°

Blur

2.25px

Raw Data

Source Data

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    "height": 640,
    "id": "XAI8ETGfhk4OSJYfEljT",
    "label": [],
    "labels": [],
    "name": "000000045543.jpg",
    "numSteps": 4,
    "owner": "zD7y6XOoQnh7WC160Ae7",
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        {
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    "source": "XAI8ETGfhk4OSJYfEljT",
    "split": "train",
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    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-9]\",\n    \"blur:[2.25]\"\n]",
    "updated": 1721250494306,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:18PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
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    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "trains",
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            "y": 343.6538095,
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            "height": 257.860331,
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    "height": 640,
    "key": "000000045543_jpg.rf.36080d9564ac4b3ad25fadb2627f7f03.jpg",
    "width": 640
}

Train Detection