Dataset Versions

v11

2023-12-03 3:28am

Generated on Dec 2, 2023

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Dataset Split

Train Set 88%
11784Images
Valid Set 8%
1125Images
Test Set 4%
555Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 50% of images
Hue: Between -95° and +95°
Noise: Up to 5% of pixels

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Dog Breed Detection
Annotate
n02106662_104.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Dogs

CLASSES

LAYERS

 
German Shepherd
1

Unused Classes

American Bulldog
Basset Hound
Beagle
Boxer
Chihuahua
Chow Chow
English Cocker Spaniel
English Setter
German Shorthaired
Great Pyrenees
Havanese
Japanese Chin
Labrador Retriever
Leonberger
Miniature Pinscher
Miniature Poodle
Pomeranian
Poodle
Pug
Saint Bernard
Samoyed
Scottish Terrier
Shiba Inu
Shih-Tzu
Siberian Husky
Staffordshire Bull Terrier
Wheaten Terrier
Yorkshire Terrier

Tags

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

Attributes

n02106662_104.jpg

640x640
0.41MP

Updated Dec 2, 2023

7:28PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Stretch to 640x640
90° Rotate Applied
Rotation -13°
Shear X: -12°
Y: 9°
Hue -19°
Noise 0.25%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Leonberger": 204,
        "Wheaten Terrier": 200,
        "German Shorthaired": 203,
        "Saint Bernard": 202,
        "Boxer": 199,
        "German Shepherd": 159,
        "Shih-Tzu": 215,
        "English Cocker Spaniel": 197,
        "Samoyed": 201,
        "Yorkshire Terrier": 200,
        "Miniature Poodle": 158,
        "Beagle": 200,
        "English Setter": 199,
        "Japanese Chin": 200,
        "Pug": 200,
        "Staffordshire Bull Terrier": 191,
        "Miniature Pinscher": 193,
        "Pomeranian": 199,
        "Chow Chow": 203,
        "Chihuahua": 202,
        "American Bulldog": 202,
        "Basset Hound": 200,
        "Scottish Terrier": 199,
        "Labrador Retriever": 184,
        "Shiba Inu": 200,
        "Havanese": 200,
        "Great Pyrenees": 200,
        "Poodle": 174,
        "Siberian Husky": 213
    },
    "datasets": [
        "GvvhxQTErh3rG3jHetQk"
    ],
    "destination": "2a6a20b96b6d26bc52a1553b763e7cdb",
    "height": 640,
    "id": "dQpj4hd7YoudGjXiuQ52",
    "label": [],
    "labels": [],
    "name": "n02106662_104.jpg",
    "numSteps": 6,
    "owner": "F8ddbi8TUqW9ECZyrUI8jRqQ1iU2",
    "preprocessing": [
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[-13]",
        "shear:[-12,9]",
        "hue:[-19]",
        "noise:[0.25,348936]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-13°"
        },
        {
            "name": "Shear",
            "value": "X: -12°<br/>Y: 9°"
        },
        {
            "name": "Hue",
            "value": "-19°"
        },
        {
            "name": "Noise",
            "value": "0.25%"
        }
    ],
    "source": "dQpj4hd7YoudGjXiuQ52",
    "split": "train",
    "split.GvvhxQTErh3rG3jHetQk.11": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[-13]\",\n    \"shear:[-12,9]\",\n    \"hue:[-19]\",\n    \"noise:[0.25,348936]\"\n]",
    "updated": {
        "_seconds": 1701545293,
        "_nanoseconds": 437000000
    },
    "updatedDate": "Dec 2, 2023",
    "updatedTime": "7:28PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "GvvhxQTErh3rG3jHetQk/11"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "German Shepherd",
            "x": 320,
            "y": 320.70750502032104,
            "width": 640,
            "height": 638.5849899593579
        }
    ],
    "height": 640,
    "key": "n02106662_104.jpg",
    "width": 640
}

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