Dataset Versions

v2

2024-10-13 2:11pm

Generated on Oct 13, 2024

Dataset Split

Train Set 80%
4782Images
Valid Set 16%
979Images
Test Set 3%
187Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Blur: Up to 0.8px

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Raw Data

Annotations

Group:
minor

CLASSES

LAYERS

 
minor
2

Unused Classes

crack
dent
glass shatter
lamp broken
scratch
severe
tire flat

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Attributes

002207.jpg

640x640
0.41MP

Updated Oct 13, 2024

2:11PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Blur 0.5px

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "minor": 4436,
        "severe": 5745
    },
    "datasets": [
        "ZQbO5J5RIL2YWWffi7OQ"
    ],
    "destination": "12e67893a9125e440f8e786b3f89548e",
    "height": 640,
    "id": "odGuuwwErKbDNOOtPHT9",
    "label": [],
    "labels": [],
    "name": "002207.jpg",
    "numSteps": 4,
    "owner": "AhaALUd3p6RG24X8V7VlkQ0o0pd2",
    "preprocessing": [
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        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "blur:[0.5]"
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    "preprocessingParsed": [
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            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "odGuuwwErKbDNOOtPHT9",
    "split": "train",
    "split.ZQbO5J5RIL2YWWffi7OQ.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"blur:[0.5]\"\n]",
    "updated": {
        "_seconds": 1728828693,
        "_nanoseconds": 176000000
    },
    "updatedDate": "Oct 13, 2024",
    "updatedTime": "2:11PM",
    "updatedTimezone": "+00:00",
    "versions": [
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    "width": 640
}
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        }
    ],
    "height": 640,
    "key": "002207.jpg",
    "width": 640
}

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