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

000000096463.jpg

640x640

0.41MP

Updated Apr 4, 56514

5:17PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Horizontal

Rotation

-14°

Blur

1.5px

Raw Data

Source Data

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        "traffic-light": 62,
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    },
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            "name": "Flip",
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        {
            "name": "Blur",
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    "source": "5t4YJYggCHCIf1EMJXJN",
    "split": "train",
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    "status": "generated",
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    "updated": 1721250494268,
    "updatedDate": "Apr 4, 56514",
    "updatedTime": "5:17PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
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    ],
    "width": 640
}

Annotation Data

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}

Train Detection