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YOLOv8 trained with dataset v3
v15
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YOLOv8 data_3504images
v7
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v5
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v3
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classfication_dataset
v2
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2023-11-26 5:27pm
v1
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a year ago
v7

YOLOv8 data_3504images

Generated on Jan 6, 2024
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3504 Total Images

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Dataset Split

Train Set 75%
2616Images
Valid Set 12%
424Images
Test Set 13%
464Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: pizza
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -13° and +13°
Brightness: Between -25% and +25%
Exposure: Between -13% and +13%
Blur: Up to 2.5px

Similar Projects

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CV_asssignment_pizza_dataset
Annotate
8 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
pizza

Classes

Layers

 
Basil
7
 
Tomato
2
 
pizza
1

Unused Classes

Ham
Mushroom
Olive
Pepperoni
`

Tags

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

Attributes

01187.jpg

327x308
0.10MP

Updated Dec 20, 55985

10:07PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 1 of 2
Column: 1 of 2
Static Crop X: 0.000000% to 100.000000%
Y: 10.551893% to 85.980464%
Auto-Adjust Contrast Contrast Stretching
90° Rotate Applied
Rotation -1°
Brightness 0%
Exposure -10%
Blur 1px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "JBeugYWCRaLzrL7zY2wh"
    ],
    "destination": "a3be7633e8f070d509475fd41a12fb6b",
    "height": 308,
    "id": "mqwfDupWLPVum7dMUadw",
    "label": [],
    "labels": [],
    "name": "01187.jpg",
    "numSteps": 9,
    "owner": "QrwJZACEUyaPWhBoAHgjCGQQVeq2",
    "preprocessing": [
        "auto-orient",
        "tile:[0,0,2,2]",
        "static-crop:[\"0.000000\",\"100.000000\",\"10.551893\",\"85.980464\"]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "ninety:[0]",
        "rotate:[-1]",
        "brightness:[0]",
        "exposure:[-10]",
        "blur:[1]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Static Crop",
            "value": "X: 0.000000% to 100.000000%<br/>Y: 10.551893% to 85.980464%"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-1°"
        },
        {
            "name": "Brightness",
            "value": "0%"
        },
        {
            "name": "Exposure",
            "value": "-10%"
        },
        {
            "name": "Blur",
            "value": "1px"
        }
    ],
    "source": "mqwfDupWLPVum7dMUadw",
    "split": "train",
    "split.JBeugYWCRaLzrL7zY2wh.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,0,2,2]\",\n    \"static-crop:[\\\"0.000000\\\",\\\"100.000000\\\",\\\"10.551893\\\",\\\"85.980464\\\"]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[-1]\",\n    \"brightness:[0]\",\n    \"exposure:[-10]\",\n    \"blur:[1]\"\n]",
    "updated": 1704579372434,
    "updatedDate": "Dec 20, 55985",
    "updatedTime": "10:07PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JBeugYWCRaLzrL7zY2wh/7"
    ],
    "width": 327
}

Annotation Data

{
    "boxes": [
        {
            "label": "pizza",
            "x": 163.5,
            "y": 174,
            "width": 327,
            "height": 268
        },
        {
            "label": "Tomato",
            "x": 225.5,
            "y": 266,
            "width": 80,
            "height": 46
        },
        {
            "label": "Tomato",
            "x": 127,
            "y": 278,
            "width": 77,
            "height": 41
        },
        {
            "label": "Basil",
            "x": 111.5,
            "y": 286.5,
            "width": 61,
            "height": 42
        },
        {
            "label": "Basil",
            "x": 202.5,
            "y": 288.5,
            "width": 181,
            "height": 39
        },
        {
            "label": "Basil",
            "x": 186,
            "y": 197.5,
            "width": 214,
            "height": 128
        },
        {
            "label": "Basil",
            "x": 308,
            "y": 301.5,
            "width": 32,
            "height": 13
        },
        {
            "label": "Basil",
            "x": 294.5,
            "y": 234.5,
            "width": 64,
            "height": 105
        },
        {
            "label": "Basil",
            "x": 300.5,
            "y": 182,
            "width": 53,
            "height": 154
        },
        {
            "label": "Basil",
            "x": 280,
            "y": 99.5,
            "width": 94,
            "height": 81
        }
    ],
    "height": 308,
    "key": "01187.jpg",
    "width": 327
}

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