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°

Similar Projects

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tools segmentation
Annotate
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train
Labels
Attributes
Raw Data

Annotations

Group:
tools

Classes

Layers

 
screwdriver
1

Unused Classes

open-spanner
plier
ring-spanner

Tags

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

Attributes

IMG20240401162907.jpg

640x640
0.41MP

Updated Dec 27, 56321

8:40PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 84%
Centered on 78%, 51%
Resize Stretch to 640x640
Flip Horizontal
Rotation -4°

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "Ywki9a3G35Gj2YvRXxIF"
    ],
    "destination": "447a7332520f4ba446c7a85353380ea3",
    "height": 640,
    "id": "c5SNlRU7hWxc9WO9BM4C",
    "label": [],
    "labels": [],
    "name": "IMG20240401162907.jpg",
    "numSteps": 5,
    "owner": "0cWfU6Uoy5Rljti0aCqkQ34rNgt1",
    "preprocessing": [
        "auto-orient",
        "crop:[84,0.77988,0.509342]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[-4]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 84%<br />Centered on 78%, 51%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-4°"
        }
    ],
    "source": "c5SNlRU7hWxc9WO9BM4C",
    "split": "train",
    "split.Ywki9a3G35Gj2YvRXxIF.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[84,0.77988,0.509342]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-4]\"\n]",
    "updated": 1715183066448,
    "updatedDate": "Dec 27, 56321",
    "updatedTime": "8:40PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Ywki9a3G35Gj2YvRXxIF/5"
    ],
    "width": 640
}
                            
                            

Annotation Data

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    "key": "IMG20240401162907.jpg",
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}
                                

                                

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