Dataset Versions

v7

Raw_contrast_3071

Generated on Nov 15, 2024

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Dataset Split

Train Set 90%
2762Images
Valid Set 6%
186Images
Test Set 4%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between 0% and +15%
Model
Annotate
SK06709652X_ff9b98863b364c9c8983940f9636da9b_20210615_111747_166_aug_out_.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
defects

CLASSES

LAYERS

 
Crack
4
 
Encrustation
1

Unused Classes

1 Attached_deposit
2 Crack
3 Encrustation
4 Root
5 Settled_deposit
Attached_deposit
Root
Settled_deposit

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

SK06709652X_ff9b98863b364c9c8983940f9636da9b_20210615_111747_166_aug_out_.jpg

640x640
0.41MP

Updated Nov 15, 2024

5:08PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Contrast Stretching
Modify Classes Applied
90° Rotate Applied
Rotation
Brightness 8%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": [
        "Attached_deposit",
        "Crack",
        "Encrustation",
        "Root",
        "Settled_deposit"
    ],
    "datasets": [
        "M8Mm2enLdJOVMnufnlXh"
    ],
    "destination": "6a6cd666173731c2b76addbed85ed18b",
    "height": 640,
    "id": "AgdWUkBQG268DJaZUpcx",
    "label": [],
    "labels": [],
    "name": "SK06709652X_ff9b98863b364c9c8983940f9636da9b_20210615_111747_166_aug_out_.jpg",
    "numSteps": 7,
    "owner": "iK5ofHDCpCc974rPk7KjIMvZoFY2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "remap:[\"6969076abe1da6f231be096619f1c403\"]",
        "ninety:[-90]",
        "rotate:[9]",
        "brightness:[8]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "9°"
        },
        {
            "name": "Brightness",
            "value": "8%"
        }
    ],
    "source": "AgdWUkBQG268DJaZUpcx",
    "split": "train",
    "split.M8Mm2enLdJOVMnufnlXh.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"remap:[\\\"6969076abe1da6f231be096619f1c403\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[9]\",\n    \"brightness:[8]\"\n]",
    "updated": {
        "_seconds": 1731690505,
        "_nanoseconds": 444000000
    },
    "updatedDate": "Nov 15, 2024",
    "updatedTime": "5:08PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "M8Mm2enLdJOVMnufnlXh/7"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Crack",
            "x": 564,
            "y": 307.5,
            "width": 152,
            "height": 85
        },
        {
            "label": "Crack",
            "x": 442.5,
            "y": 440.5,
            "width": 124,
            "height": 99
        },
        {
            "label": "Crack",
            "x": 350.5,
            "y": 502,
            "width": 210,
            "height": 72
        },
        {
            "label": "Encrustation",
            "x": 208,
            "y": 252,
            "width": 95,
            "height": 80
        },
        {
            "label": "Crack",
            "x": 253,
            "y": 72,
            "width": 81,
            "height": 136
        }
    ],
    "height": 640,
    "key": "SK06709652X_ff9b98863b364c9c8983940f9636da9b_20210615_111747_166_aug_out__jpg.rf.8696a883dd0a309a19c48d02c09e39d1.jpg",
    "width": 640
}

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