Dataset Versions

2024-11-29 8:36pm

Generated on Nov 29, 2024

Download Dataset

1920 Total Images

View All Images

Dataset Split

Train Set 88%

1680Images

Valid Set 8%

160Images

Test Set 4%

80Images

Preprocessing

Auto-Orient: Applied

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Adaptive Equalization

Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Crop: 0% Minimum Zoom, 30% Maximum Zoom

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Hue: Between -15° and +15°

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Exposure: Between -10% and +10%

Blur: Up to 2.5px

Noise: Up to 0.1% of pixels

Mosaic: Applied

Similar Projects

Annotations

Group: Scab-Apple

Apple

Scab-Apple

Attributes

197.png

640x640

0.41MP

Updated Aug 2, 56883

11:41AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Static Crop

X: 25% to 75%
Y: 25% to 75%

Tile

Row: 1 of 2
Column: 1 of 2

Crop

Keep 76%
Centered on 94%, 71%

Resize

Stretch to 640x640

Auto-Adjust Contrast

Adaptive Equalization

Flip

Vertical

90° Rotate

Applied

Rotation

-13°

Shear

X: 3°
Y: 4°

Hue

8°

Saturation

-9%

Brightness

11%

Exposure

-2%

Blur

0.5px

Noise

Mosaic

Applied

Raw Data

Source Data

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    "destination": "ee95d7d8613942c606e871663df8e02b",
    "height": 640,
    "id": "kG7idRXgy7Rq0WysXcUd",
    "label": [],
    "labels": [],
    "name": "197.png",
    "numSteps": 17,
    "owner": "G98G5n8cehMWlO7UAp7KbmwBsZQ2",
    "preprocessing": [
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        "static-crop:[25,75,25,75]",
        "tile:[0,0,2,2]",
        "crop:[76,0.941826,0.714488]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"vertical\"]",
        "ninety:[0]",
        "rotate:[-13]",
        "shear:[3,4]",
        "hue:[8]",
        "saturation:[-9]",
        "brightness:[11]",
        "exposure:[-2]",
        "blur:[0.5]",
        "noise:[0,762897]",
        "mosaic:[42,30,[[0.627874,0.596421],[0.550861,0.376312],[0.671128,0.417459],[0.606976,0.612785]]]"
    ],
    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Crop",
            "value": "Keep 76%<br />Centered on 94%, 71%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-13°"
        },
        {
            "name": "Shear",
            "value": "X: 3°<br/>Y: 4°"
        },
        {
            "name": "Hue",
            "value": "8°"
        },
        {
            "name": "Saturation",
            "value": "-9%"
        },
        {
            "name": "Brightness",
            "value": "11%"
        },
        {
            "name": "Exposure",
            "value": "-2%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "kG7idRXgy7Rq0WysXcUd",
    "split": "train",
    "split.bwlbsRNUKxf6TN73SI9M.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"tile:[0,0,2,2]\",\n    \"crop:[76,0.941826,0.714488]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[-13]\",\n    \"shear:[3,4]\",\n    \"hue:[8]\",\n    \"saturation:[-9]\",\n    \"brightness:[11]\",\n    \"exposure:[-2]\",\n    \"blur:[0.5]\",\n    \"noise:[0,762897]\",\n    \"mosaic:[42,30,[[0.627874,0.596421],[0.550861,0.376312],[0.671128,0.417459],[0.606976,0.612785]]]\"\n]",
    "updated": 1732905402101,
    "updatedDate": "Aug 2, 56883",
    "updatedTime": "11:41AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "bwlbsRNUKxf6TN73SI9M/2"
    ],
    "width": 640
}

Annotation Data

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        {
            "type": "polygon",
            "label": "Apple",
            "x": 134,
            "y": 96,
            "width": 268,
            "height": 192,
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                ],
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                ],
                [
                    0,
                    0
                ],
                [
                    0,
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                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Scab-Apple",
            "x": 161.443733,
            "y": 96,
            "width": 213.11253399999998,
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            "points": [
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                ],
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                ],
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        },
        {
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                ],
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            "type": "polygon",
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            "y": 416,
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            "height": 448,
            "points": [
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                ],
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                ],
                [
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                ],
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            ]
        },
        {
            "type": "polygon",
            "label": "Apple",
            "x": 454,
            "y": 416,
            "width": 372,
            "height": 448,
            "points": [
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                ],
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                ],
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                ],
                [
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                ],
                [
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                    640
                ]
            ]
        }
    ],
    "height": 640,
    "key": "197.png",
    "width": 640
}

SCAB

Dataset Versions

2024-11-29 8:36pm

1920 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Attributes

197.png

Updated Aug 2, 56883

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data