Dataset Versions

Versions
2024-09-18 2:17pm
v1
·
6 months ago
v1

2024-09-18 2:17pm

Generated on Sep 18, 2024
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Dataset Split

Train Set 87%
705Images
Valid Set 9%
69Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%

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UAV images of cross-country
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Labels
Attributes
Raw Data

Annotations

Group:
types-of-earth-surface

Classes

Layers

 
grass
1
 
water
1
 
Base : background

Unused Classes

ravine
road
rock
sand
tree

Tags

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Attributes

Lith_AOI2_20210728T132200_5260_.jpg

640x640
0.41MP

Updated Dec 18, 56685

3:00PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Vertical
Rotation -9°
Saturation 8%

Annotation History

Loading...

Raw Data

Source Data

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    "datasets": [
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    ],
    "destination": "c844c854580de9c4adf520f309d09542",
    "height": 640,
    "id": "DPtz6g5T5KWLUin7wO2X",
    "label": [],
    "labels": [],
    "name": "Lith_AOI2_20210728T132200_5260_.jpg",
    "numSteps": 5,
    "owner": "mPfuZx7nrEPoxaarOXB1Az1W8pV2",
    "preprocessing": [
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        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "rotate:[-9]",
        "saturation:[8]"
    ],
    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        },
        {
            "name": "Saturation",
            "value": "8%"
        }
    ],
    "source": "DPtz6g5T5KWLUin7wO2X",
    "split": "train",
    "split.t8iMKnOjRJ7OCitQc0T6.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[-9]\",\n    \"saturation:[8]\"\n]",
    "updated": 1726669062013,
    "updatedDate": "Dec 18, 56685",
    "updatedTime": "3:00PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "t8iMKnOjRJ7OCitQc0T6/1"
    ],
    "width": 640
}

Annotation Data

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            "height": 640,
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        },
        {
            "type": "polygon",
            "label": "water",
            "x": 272.6891225,
            "y": 335.799985,
            "width": 284.61380900000006,
            "height": 168.612332,
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                [
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                ],
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                ]
            ]
        }
    ],
    "height": 640,
    "key": "Lith_AOI2_20210728T132200_5260_.jpg",
    "width": 640
}

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