Dataset Versions

v5

2023-11-14 8:07pm

Generated on Nov 14, 2023

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Dataset Split

Train Set 87%
1686Images
Valid Set 8%
162Images
Test Set 4%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied

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7.1k images
UWT
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uwg_yt-89__fliph.jpg
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test
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Annotations

Group:
Trash-and-otherseas-stuff

CLASSES

LAYERS

 
Trash
1

Unused Classes

==============================
Coral
Roboflow is an end-to-end computer vision platform that helps you
Sea Life
\
underwater - v1 2023-03-05 1:20am

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Attributes

uwg_yt-89__fliph.jpg

640x640
0.41MP

Updated Nov 14, 2023

12:07PM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Modify Classes Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": [
        "Sea Life",
        "Trash"
    ],
    "datasets": [
        "NB8jZ39nlJEq9VdTbiJh"
    ],
    "destination": "3a631f964b3ee13f486ec595a898618f",
    "height": 640,
    "id": "4xKMi2Emq5E3rAw6d2QC",
    "label": [],
    "labels": [],
    "name": "uwg_yt-89__fliph.jpg",
    "numSteps": 3,
    "owner": "JZXHMubNLxSx7BxbsL3ocBOb5Tg2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"c18f850616fef3cbf08d4ce50ad077be\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        }
    ],
    "source": "4xKMi2Emq5E3rAw6d2QC",
    "split": "test",
    "split.NB8jZ39nlJEq9VdTbiJh.5": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"remap:[\\\"c18f850616fef3cbf08d4ce50ad077be\\\"]\"\n]",
    "updated": {
        "_seconds": 1699963641,
        "_nanoseconds": 213000000
    },
    "updatedDate": "Nov 14, 2023",
    "updatedTime": "12:07PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "NB8jZ39nlJEq9VdTbiJh/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Trash",
            "x": 320.5,
            "y": 320,
            "width": 639,
            "height": 640
        }
    ],
    "height": 640,
    "key": "uwg_yt-89__fliph_jpg.rf.644902c461b387d495cbfa57b40c4101.jpg",
    "width": 640
}

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