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.

Pascal VOC XML

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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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

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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

00928.jpg

1080x1350

1.46MP

Updated Aug 2, 55996

12:05AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "JBeugYWCRaLzrL7zY2wh"
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    "destination": "b4417aae65c4febf38731f15fe731b91",
    "height": 1350,
    "id": "Uqw3tXCJSk0xh5fhUWCU",
    "label": [],
    "labels": [],
    "name": "00928.jpg",
    "numSteps": 1,
    "owner": "QrwJZACEUyaPWhBoAHgjCGQQVeq2",
    "preprocessing": [
        "auto-orient"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        }
    ],
    "source": "Uqw3tXCJSk0xh5fhUWCU",
    "split": "train",
    "split.JBeugYWCRaLzrL7zY2wh.15": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\"\n]",
    "updated": 1704914352349,
    "updatedDate": "Aug 2, 55996",
    "updatedTime": "12:05AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JBeugYWCRaLzrL7zY2wh/15"
    ],
    "width": 1080
}

Annotation Data

{
    "boxes": [
        {
            "label": "pizza",
            "x": 506,
            "y": 632,
            "width": 1012,
            "height": 1024
        }
    ],
    "height": 1350,
    "key": "00928.jpg",
    "width": 1080
}

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