Dataset Versions

Try Pre-Trained Model

2024-01-15 9:43am

2024-01-13 11:36am

Egg-quality project

2023-12-02 9:10am

v4

2024-01-15 9:43am

Generated on Jan 15, 2024

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

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.

PaliGemma

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

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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1409 Total Images

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Dataset Split

Train Set 70%

987Images

Valid Set 20%

281Images

Test Set 10%

141Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

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Capstone-Project

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3 / 12

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valid

Labels

Attributes

Raw Data

Annotations

Group:

Egg

CLASSES

LAYERS

Bloodspot

2

Crack Egg

5

Deformed Egg

5

Dirty Egg

3

Unused Classes

GoodEgg

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

received_330236746443138.jpeg

640x640

0.41MP

Updated Apr 8, 56008

2:42AM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Bloodspot": 1300,
        "Crack Egg": 4061,
        "Deformed Egg": 1569,
        "Dirty Egg": 5002,
        "GoodEgg": 5070
    },
    "datasets": [
        "9kDJBz4V6x6c5vvD7koE"
    ],
    "destination": "83fc281c6d767bd1d29d5b885da0f6b1",
    "height": 640,
    "id": "0jd1UXn8Evov3n5SWn3o",
    "label": [],
    "labels": [],
    "name": "received_330236746443138.jpeg",
    "numSteps": 2,
    "owner": "gx4rhsMZpgML9jtfxdRPTWRkruE2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "0jd1UXn8Evov3n5SWn3o",
    "split": "valid",
    "split.9kDJBz4V6x6c5vvD7koE.3": "valid",
    "split.9kDJBz4V6x6c5vvD7koE.4": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1705283030568,
    "updatedDate": "Apr 8, 56008",
    "updatedTime": "2:42AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "9kDJBz4V6x6c5vvD7koE/3",
        "9kDJBz4V6x6c5vvD7koE/4"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "label": "Crack Egg",
            "x": 506.5,
            "y": 181,
            "width": 74.5,
            "height": 78
        },
        {
            "label": "Crack Egg",
            "x": 428,
            "y": 182,
            "width": 81,
            "height": 85.5
        },
        {
            "label": "Bloodspot",
            "x": 347.5,
            "y": 177,
            "width": 78.5,
            "height": 79.5
        },
        {
            "label": "Dirty Egg",
            "x": 271,
            "y": 187.5,
            "width": 76.5,
            "height": 77.5
        },
        {
            "label": "Crack Egg",
            "x": 195.5,
            "y": 189.5,
            "width": 73,
            "height": 75.5
        },
        {
            "label": "Deformed Egg",
            "x": 510.5,
            "y": 261.5,
            "width": 74.5,
            "height": 67.5
        },
        {
            "label": "Deformed Egg",
            "x": 430.5,
            "y": 262,
            "width": 84,
            "height": 82.5
        },
        {
            "label": "Deformed Egg",
            "x": 351.5,
            "y": 259,
            "width": 75.5,
            "height": 84
        },
        {
            "label": "Crack Egg",
            "x": 272.5,
            "y": 263,
            "width": 84,
            "height": 79
        },
        {
            "label": "Dirty Egg",
            "x": 191,
            "y": 268.5,
            "width": 81.5,
            "height": 79.5
        },
        {
            "label": "Dirty Egg",
            "x": 517,
            "y": 335.5,
            "width": 90,
            "height": 82
        },
        {
            "label": "Bloodspot",
            "x": 432.5,
            "y": 338.5,
            "width": 70,
            "height": 70.5
        },
        {
            "label": "Deformed Egg",
            "x": 356.5,
            "y": 343,
            "width": 83.5,
            "height": 79.5
        },
        {
            "label": "Crack Egg",
            "x": 273,
            "y": 343.5,
            "width": 82.5,
            "height": 81.5
        },
        {
            "label": "Deformed Egg",
            "x": 196,
            "y": 345,
            "width": 77,
            "height": 79.5
        }
    ],
    "height": 640,
    "key": "received_330236746443138.jpeg",
    "width": 640
}

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