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2023-05-07 11:09am
v2
·
2 years ago
2023-05-06 11:00pm
v1
·
2 years ago
v2

2023-05-07 11:09am

Generated on May 6, 2023
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Pascal VOC XML
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4055 Total Images

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Dataset Split

Train Set 88%
3549Images
Valid Set 8%
337Images
Test Set 4%
169Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 4px
Bounding Box: Noise: Up to 10% of pixels

Similar Projects

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Fruit Detection and Classification
Annotate
1 / 12
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data

Annotations

Group:
Fruits

Classes

Layers

 
banana
1
 
pear
1

Unused Classes

apple
orange

Tags

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

Attributes

2207.jpg

600x600
0.36MP

Updated Apr 14, 55315

3:39PM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 600x600

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "KYWDLXDmCvnF2zHYXP16"
    ],
    "destination": "e4524fdf647f2bac9eea1434a68ad73d",
    "height": 600,
    "id": "3RHpBSv94EwEdcWS9rxe",
    "label": [],
    "labels": [],
    "name": "2207.jpg",
    "numSteps": 2,
    "owner": "zp57kpgbSdeCrNDIQZXRWyXuPp32",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",600,600]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 600x600"
        }
    ],
    "source": "3RHpBSv94EwEdcWS9rxe",
    "split": "valid",
    "split.KYWDLXDmCvnF2zHYXP16.2": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",600,600]\"\n]",
    "updated": 1683414545949,
    "updatedDate": "Apr 14, 55315",
    "updatedTime": "3:39PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KYWDLXDmCvnF2zHYXP16/2"
    ],
    "width": 600
}

Annotation Data

{
    "boxes": [
        {
            "label": "banana",
            "x": 427,
            "y": 310,
            "width": 196,
            "height": 580
        },
        {
            "label": "pear",
            "x": 244,
            "y": 394.5,
            "width": 210,
            "height": 375.5
        }
    ],
    "height": 600,
    "key": "2207.jpg",
    "width": 600
}

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