Dataset Versions

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2024-03-16 11:12pm
v2
·
a year ago
2024-03-16 3:15am
v1
·
a year ago
v2

2024-03-16 11:12pm

Generated on Mar 16, 2024
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1677 Total Images

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Dataset Split

Train Set 87%
1465Images
Valid Set 8%
141Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Brightness: Between -11% and +11%

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FYP_Underwater_Object_Detection
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2 / 12
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test
Labels
Attributes
Raw Data

Annotations

Group:
Coral

Classes

Layers

 
coral
1

Unused Classes

Coral

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Attributes

GH011021_MP4-0040.jpg

640x640
0.41MP

Updated Feb 4, 56177

3:31PM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Histogram Equalization

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6vSsSfJUEq1JULSsxr4I"
    ],
    "destination": "66d3da991efb7a318c9831dbd26adbc3",
    "height": 640,
    "id": "m6WCdsIvGiwa2fpu5JLn",
    "label": [],
    "labels": [],
    "name": "GH011021_MP4-0040.jpg",
    "numSteps": 3,
    "owner": "24LhEFik5gXbUTsIZyriMf4MKFN2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "m6WCdsIvGiwa2fpu5JLn",
    "split": "test",
    "split.6vSsSfJUEq1JULSsxr4I.2": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": 1710610759868,
    "updatedDate": "Feb 4, 56177",
    "updatedTime": "3:31PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6vSsSfJUEq1JULSsxr4I/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "coral",
            "x": 444.5,
            "y": 446.5,
            "width": 284,
            "height": 366.5
        }
    ],
    "height": 640,
    "key": "GH011021_MP4-0040.jpg",
    "width": 640
}

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