Dataset Versions

2024-08-16 3:22pm

Generated on Aug 16, 2024

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1124 Total Images

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Dataset Split

Train Set 97%

1085Images

Valid Set 2%

25Images

Test Set 1%

14Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7

Flip: Horizontal

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Exposure: Between -10% and +10%

Similar Projects

Annotations

Group:

blur

f76ac0a7-3ebe-4355-8a27-3c534a5e16c8.png

640x640

0.41MP

Updated Sep 26, 56595

10:25PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Horizontal

Saturation

-9%

Brightness

Exposure

-3%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "b6JKT8GzDBVgzQVz7o4i"
    ],
    "destination": "28c78171f4299e45e23f42504db47321",
    "height": 640,
    "id": "0rrReueZ4P4B5AlxeYDV",
    "label": [],
    "labels": [],
    "name": "f76ac0a7-3ebe-4355-8a27-3c534a5e16c8.png",
    "numSteps": 6,
    "owner": "nOYvzwO8wEXv8fELMqK7NJvBI3E3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "saturation:[-9]",
        "brightness:[2]",
        "exposure:[-3]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Saturation",
            "value": "-9%"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Exposure",
            "value": "-3%"
        }
    ],
    "source": "0rrReueZ4P4B5AlxeYDV",
    "split": "train",
    "split.b6JKT8GzDBVgzQVz7o4i.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"saturation:[-9]\",\n    \"brightness:[2]\",\n    \"exposure:[-3]\"\n]",
    "updated": 1723821776708,
    "updatedDate": "Sep 26, 56595",
    "updatedTime": "10:25PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "b6JKT8GzDBVgzQVz7o4i/8"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "blur",
            "x": 378.125,
            "y": 308.4375,
            "width": 76.25,
            "height": 249.375,
            "points": [
                [
                    405,
                    393.125
                ],
                [
                    408.75,
                    381.875
                ],
                [
                    415,
                    341.875
                ],
                [
                    416.25,
                    314.375
                ],
                [
                    410,
                    250.625
                ],
                [
                    413.75,
                    205.625
                ],
                [
                    403.125,
                    191.25
                ],
                [
                    386.875,
                    185
                ],
                [
                    368.125,
                    183.75
                ],
                [
                    344.375,
                    190
                ],
                [
                    340,
                    194.375
                ],
                [
                    381.25,
                    223.125
                ],
                [
                    391.25,
                    236.875
                ],
                [
                    396.25,
                    254.375
                ],
                [
                    400,
                    320.625
                ],
                [
                    391.25,
                    364.375
                ],
                [
                    383.75,
                    381.875
                ],
                [
                    382.5,
                    401.875
                ],
                [
                    372.5,
                    416.875
                ],
                [
                    373.75,
                    425.625
                ],
                [
                    385,
                    433.125
                ],
                [
                    392.5,
                    433.125
                ],
                [
                    397.5,
                    395.625
                ],
                [
                    405,
                    393.125
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "blur",
            "x": 273.75,
            "y": 306.5625,
            "width": 95,
            "height": 243.125,
            "points": [
                [
                    247.5,
                    274.375
                ],
                [
                    260,
                    233.125
                ],
                [
                    267.5,
                    221.875
                ],
                [
                    294.375,
                    203.75
                ],
                [
                    321.25,
                    195.625
                ],
                [
                    320.625,
                    191.25
                ],
                [
                    296.875,
                    185
                ],
                [
                    265.625,
                    187.5
                ],
                [
                    256.25,
                    196.875
                ],
                [
                    233.75,
                    255.625
                ],
                [
                    226.25,
                    293.125
                ],
                [
                    232.5,
                    374.375
                ],
                [
                    245,
                    398.125
                ],
                [
                    252.5,
                    425.625
                ],
                [
                    258.75,
                    428.125
                ],
                [
                    262.5,
                    384.375
                ],
                [
                    247.5,
                    323.125
                ],
                [
                    247.5,
                    274.375
                ]
            ]
        }
    ],
    "height": 640,
    "key": "f76ac0a7-3ebe-4355-8a27-3c534a5e16c8.png",
    "width": 640
}

blurring part