Dataset Versions

v16

glass_breakage_ortho

Generated on Apr 4, 2024

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Dataset Split

Train Set 100%
789Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +0%
Exposure: Between -6% and +6%

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Group:
solar_defects_main

Classes

Layers

 
Glass Breakage
3

Unused Classes

Bypass Diode Failure
Hotspots

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Attributes

orthomosaic_9_185.jpg

640x640
0.41MP

Updated Aug 28, 56227

5:29PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Modify Classes Applied
Flip Horizontal
Rotation -10°
Shear X: -1°
Y: -15°
Brightness -6%
Exposure -4%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "XECF3jbEZRT2sBcEfVht"
    ],
    "destination": "6bbd0e7f9297b20b730b0afc0acc8a68",
    "height": 640,
    "id": "foB3shuFe3oxqbHLI0LM",
    "label": [],
    "labels": [],
    "name": "orthomosaic_9_185.jpg",
    "numSteps": 8,
    "owner": "buyURFubZMUyVZvmHaTw9rDRCIG3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"2a89c94c2cbd6b58021ac7844b2a9d24\"]",
        "flip:[\"horizontal\"]",
        "rotate:[-10]",
        "shear:[-1,-15]",
        "brightness:[-6]",
        "exposure:[-4]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Shear",
            "value": "X: -1°<br/>Y: -15°"
        },
        {
            "name": "Brightness",
            "value": "-6%"
        },
        {
            "name": "Exposure",
            "value": "-4%"
        }
    ],
    "source": "foB3shuFe3oxqbHLI0LM",
    "split": "train",
    "split.XECF3jbEZRT2sBcEfVht.16": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"remap:[\\\"2a89c94c2cbd6b58021ac7844b2a9d24\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-10]\",\n    \"shear:[-1,-15]\",\n    \"brightness:[-6]\",\n    \"exposure:[-4]\"\n]",
    "updated": 1712206229376,
    "updatedDate": "Aug 28, 56227",
    "updatedTime": "5:29PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "XECF3jbEZRT2sBcEfVht/16"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "label": "Glass Breakage",
            "x": 30.068147139020667,
            "y": 415.1566184354075,
            "width": 33.139627915462924,
            "height": 26.88712589635543
        },
        {
            "label": "Glass Breakage",
            "x": 224.38421877249124,
            "y": 601.5525847160893,
            "width": 26.104720936597232,
            "height": 20.27470525167405
        },
        {
            "label": "Glass Breakage",
            "x": 149.46991075971874,
            "y": 249.78921180758547,
            "width": 20.122174426030085,
            "height": 22.74977327051846
        }
    ],
    "height": 640,
    "key": "orthomosaic_9_185_jpg.rf.f070a48f584c288facdaa4baf025e05d.jpg",
    "width": 640
}
                                

                                

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