Dataset Versions

v5

2024-05-08 9:14pm

Generated on May 8, 2024

Dataset Split

Train Set 92%
600Images
Valid Set 5%
34Images
Test Set 3%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°

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tools segmentation
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Labels
Attributes
Raw Data

Annotations

Group:
tools

Classes

Layers

 
ring-spanner
1

Unused Classes

open-spanner
plier
screwdriver

Tags

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Attributes

IMG20240305103632.jpg

640x640
0.41MP

Updated Dec 27, 56321

8:12PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 88%
Centered on 77%, 62%
Resize Stretch to 640x640
Flip Horizontal
Rotation

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "Ywki9a3G35Gj2YvRXxIF"
    ],
    "destination": "e1a8425e8b6a1c5aa5a06c0fa77ad7c0",
    "height": 640,
    "id": "NHogEi50ouFpP2k7VkoR",
    "label": [],
    "labels": [],
    "name": "IMG20240305103632.jpg",
    "numSteps": 5,
    "owner": "0cWfU6Uoy5Rljti0aCqkQ34rNgt1",
    "preprocessing": [
        "auto-orient",
        "crop:[88,0.77401,0.621053]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[9]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 88%<br />Centered on 77%, 62%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "9°"
        }
    ],
    "source": "NHogEi50ouFpP2k7VkoR",
    "split": "train",
    "split.Ywki9a3G35Gj2YvRXxIF.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[88,0.77401,0.621053]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[9]\"\n]",
    "updated": 1715183064745,
    "updatedDate": "Dec 27, 56321",
    "updatedTime": "8:12PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Ywki9a3G35Gj2YvRXxIF/5"
    ],
    "width": 640
}
                            
                            

Annotation Data

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            "type": "polygon",
            "label": "ring-spanner",
            "x": 350.6202165,
            "y": 269.372572,
            "width": 247.71068900000003,
            "height": 105.58751200000003,
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            ]
        }
    ],
    "height": 640,
    "key": "IMG20240305103632.jpg",
    "width": 640
}
                                

                                

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