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

YOLOv8 data_3504images

Generated on Jan 6, 2024
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3504 Total Images

View All 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
9 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
pizza

Classes

Layers

 
pizza
1

Unused Classes

Basil
Ham
Mushroom
Olive
Pepperoni
Tomato
`

Tags

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

Attributes

01182.jpg

540x367
0.20MP

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: 0.170370% to 100.000000%
Y: 31.963426% to 99.999537%
Auto-Adjust Contrast Contrast Stretching
Flip Both
90° Rotate Applied
Rotation -10°
Brightness 2%
Exposure -9%
Blur 1.75px

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "JBeugYWCRaLzrL7zY2wh"
    ],
    "destination": "d5d5b85fd23da85d9268290d55dacd21",
    "height": 367,
    "id": "cXiR0AxLXgxchhpkXhRn",
    "label": [],
    "labels": [],
    "name": "01182.jpg",
    "numSteps": 10,
    "owner": "QrwJZACEUyaPWhBoAHgjCGQQVeq2",
    "preprocessing": [
        "auto-orient",
        "tile:[0,0,2,2]",
        "static-crop:[\"0.170370\",\"100.000000\",\"31.963426\",\"99.999537\"]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "flip:[\"both\"]",
        "ninety:[180]",
        "rotate:[-10]",
        "brightness:[2]",
        "exposure:[-9]",
        "blur:[1.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Static Crop",
            "value": "X: 0.170370% to 100.000000%<br/>Y: 31.963426% to 99.999537%"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Exposure",
            "value": "-9%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        }
    ],
    "source": "cXiR0AxLXgxchhpkXhRn",
    "split": "train",
    "split.JBeugYWCRaLzrL7zY2wh.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,0,2,2]\",\n    \"static-crop:[\\\"0.170370\\\",\\\"100.000000\\\",\\\"31.963426\\\",\\\"99.999537\\\"]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[180]\",\n    \"rotate:[-10]\",\n    \"brightness:[2]\",\n    \"exposure:[-9]\",\n    \"blur:[1.75]\"\n]",
    "updated": 1704579372437,
    "updatedDate": "Dec 20, 55985",
    "updatedTime": "10:07PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JBeugYWCRaLzrL7zY2wh/7"
    ],
    "width": 540
}

Annotation Data

{
    "boxes": [
        {
            "label": "pizza",
            "x": 268.5,
            "y": 246.5,
            "width": 537,
            "height": 241
        }
    ],
    "height": 367,
    "key": "01182.jpg",
    "width": 540
}

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