Dataset Versions

v1

2024-11-24 7:13pm

Generated on Nov 24, 2024

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Dataset Split

Train Set 87%
690Images
Valid Set 9%
69Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -33% and +33%
bird droppings
Annotate
DJI_20241120145247_0369_D.JPG
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
bird-dropping

CLASSES

LAYERS

 
bird-dropping
1

Tags

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

Attributes

DJI_20241120145247_0369_D.JPG

640x640
0.41MP

Updated Nov 24, 2024

11:13AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 1 of 2
Column: 1 of 2
Resize Stretch to 640x640
Auto-Adjust Contrast Contrast Stretching
90° Rotate Applied
Saturation 21%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "bird-dropping": 422
    },
    "datasets": [
        "FeIaXBAS9oA3a8BBWHtH"
    ],
    "destination": "0afba8a20904691d037bc4688fffd86b",
    "height": 640,
    "id": "rb6T4os19pDwm56cDZ0Y",
    "label": [],
    "labels": [],
    "name": "DJI_20241120145247_0369_D.JPG",
    "numSteps": 6,
    "owner": "8z1F6UbeVQOTnTvs5FFrTYRzF0u2",
    "preprocessing": [
        "auto-orient",
        "tile:[0,0,2,2]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "ninety:[90]",
        "saturation:[21]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "21%"
        }
    ],
    "source": "rb6T4os19pDwm56cDZ0Y",
    "split": "train",
    "split.FeIaXBAS9oA3a8BBWHtH.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,0,2,2]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"ninety:[90]\",\n    \"saturation:[21]\"\n]",
    "updated": {
        "_seconds": 1732446791,
        "_nanoseconds": 330000000
    },
    "updatedDate": "Nov 24, 2024",
    "updatedTime": "11:13AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "FeIaXBAS9oA3a8BBWHtH/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "bird-dropping",
            "x": 216,
            "y": 456,
            "width": 47,
            "height": 35
        }
    ],
    "height": 640,
    "key": "DJI_20241120145247_0369_D.JPG",
    "width": 640
}

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