Dataset Versions

v6

Noise_Flip_Blur_Noise

Generated on Oct 19, 2022

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Dataset Split

Train Set 100%
2565Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Exposure: Between -30% and +30%
Blur: Up to 1px
Noise: Up to 2% of pixels
Bounding Box: Flip: Horizontal, Vertical

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Annotations

Group:
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signature
2

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Attributes

bwu60f00_1_jpg

416x416
0.17MP

Updated Oct 19, 2022

7:17AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Stretch to 416x416
Flip Applied Per Bounding Box
Brightness -23%
Exposure -5%
Blur 0px
Noise 0.75%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "signature": 70
    },
    "datasets": [
        "i4mKJBOPuafoByHpjAr7"
    ],
    "destination": "5c624d4d8af0db555b01f13cb4b34356",
    "height": 416,
    "id": "MLavt7L6b6qTt1XvRu7h",
    "label": [],
    "labels": [],
    "name": "bwu60f00_1_jpg",
    "numSteps": 6,
    "owner": "ayIYa8DmYZEwMtadv2LK",
    "preprocessing": [
        "resize:[\"Stretch to\",416,416]",
        "flip:[[\"horizontal\"],[\"horizontal\"]]",
        "brightness:[-23]",
        "exposure:[-5]",
        "blur:[0]",
        "noise:[0.75,438900]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "-23%"
        },
        {
            "name": "Exposure",
            "value": "-5%"
        },
        {
            "name": "Blur",
            "value": "0px"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "MLavt7L6b6qTt1XvRu7h",
    "split": "train",
    "split.i4mKJBOPuafoByHpjAr7.6": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[[\\\"horizontal\\\"],[\\\"horizontal\\\"]]\",\n    \"brightness:[-23]\",\n    \"exposure:[-5]\",\n    \"blur:[0]\",\n    \"noise:[0.75,438900]\"\n]",
    "updated": {
        "_seconds": 1666163855,
        "_nanoseconds": 840000000
    },
    "updatedDate": "Oct 19, 2022",
    "updatedTime": "7:17AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "i4mKJBOPuafoByHpjAr7/6"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "signature",
            "x": 155.5,
            "y": 272,
            "width": 168.75,
            "height": 26
        },
        {
            "label": "signature",
            "x": 131,
            "y": 287.5,
            "width": 116,
            "height": 12
        }
    ],
    "height": 416,
    "key": "bwu60f00_1_jpg.rf.d93b88bbcd76acd41abd57054790bac0.xml",
    "width": 416
}

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