Dataset Versions

v17

2024-10-09 11:03am

Generated on Oct 9, 2024

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Dataset Split

Train Set 88%
10116Images
Valid Set 8%
960Images
Test Set 4%
481Images

Preprocessing

Resize: Stretch to 320x240
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -6% and +6%
Blur: Up to 1px
Noise: Up to 0.97% of pixels

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RANDOM-C3
Annotate
fruit_output_25885.png
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
pumpkin

CLASSES

LAYERS

 
pumpkin
1

Unused Classes

capsicum
garlic
lemon
lime
pear
potato
tomato

Tags

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

Attributes

fruit_output_25885.png

320x240
0.08MP

Updated Oct 9, 2024

11:03AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Stretch to 320x240
Auto-Adjust Contrast Histogram Equalization
Brightness 9%
Exposure 5%
Blur 0.5px
Noise 0.36%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "garlic": 865,
        "lemon": 576,
        "pear": 541,
        "capsicum": 642,
        "potato": 459,
        "lime": 478,
        "tomato": 580,
        "pumpkin": 674
    },
    "datasets": [
        "NlijX8fvBo4EgeUHMC2V"
    ],
    "destination": "56a9e48eb2ce944ea1fb2e9156c51b8c",
    "height": 240,
    "id": "wayGAIXJglhKGvi1KuQC",
    "label": [],
    "labels": [],
    "name": "fruit_output_25885.png",
    "numSteps": 6,
    "owner": "wMw7YhejXPXeT8zZZofbJgi5ZsE3",
    "preprocessing": [
        "resize:[\"Stretch to\",320,240]",
        "auto-contrast:[\"Histogram Equalization\"]",
        "brightness:[9]",
        "exposure:[5]",
        "blur:[0.5]",
        "noise:[0.36,598787]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 320x240"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        },
        {
            "name": "Brightness",
            "value": "9%"
        },
        {
            "name": "Exposure",
            "value": "5%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0.36%"
        }
    ],
    "source": "wayGAIXJglhKGvi1KuQC",
    "split": "train",
    "split.NlijX8fvBo4EgeUHMC2V.17": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",320,240]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\",\n    \"brightness:[9]\",\n    \"exposure:[5]\",\n    \"blur:[0.5]\",\n    \"noise:[0.36,598787]\"\n]",
    "updated": {
        "_seconds": 1728471838,
        "_nanoseconds": 894000000
    },
    "updatedDate": "Oct 9, 2024",
    "updatedTime": "11:03AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "NlijX8fvBo4EgeUHMC2V/17"
    ],
    "width": 320
}
{
    "boxes": [
        {
            "label": "pumpkin",
            "x": 126,
            "y": 217.5,
            "width": 51,
            "height": 44
        }
    ],
    "height": 240,
    "key": "fruit_output_25885.png",
    "width": 320
}

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