CV_asssignment_pizza_dataset

Object Detection

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dataset_1399_images

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classfication_dataset

2023-11-26 5:27pm

v15

YOLOv8 trained with dataset v3

Generated on Jan 10, 2024

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TXT annotations and YAML config used with YOLOv11.

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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

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Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

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1399 Total Images

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Dataset Split

Train Set 63%

883Images

Valid Set 21%

299Images

Test Set 16%

217Images

Preprocessing

Auto-Orient: Applied

Augmentations

No augmentations were applied.

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CV_asssignment_pizza_dataset

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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

00357.jpg

1080x1126

1.22MP

Updated Aug 1, 55996

11:59PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Annotation History

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Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
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    "destination": "ef307727deabb40ef727bcd6a9ec1299",
    "height": 1126,
    "id": "8HiVDuVB3EQJ5Z2LzhSm",
    "label": [],
    "labels": [],
    "name": "00357.jpg",
    "numSteps": 1,
    "owner": "QrwJZACEUyaPWhBoAHgjCGQQVeq2",
    "preprocessing": [
        "auto-orient"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        }
    ],
    "source": "8HiVDuVB3EQJ5Z2LzhSm",
    "split": "train",
    "split.JBeugYWCRaLzrL7zY2wh.15": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\"\n]",
    "updated": 1704914351952,
    "updatedDate": "Aug 1, 55996",
    "updatedTime": "11:59PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JBeugYWCRaLzrL7zY2wh/15"
    ],
    "width": 1080
}

Annotation Data

{
    "boxes": [
        {
            "label": "pizza",
            "x": 540,
            "y": 624.11,
            "width": 1080,
            "height": 1003.78
        }
    ],
    "height": 1126,
    "key": "00357.jpg",
    "width": 1080
}

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