Dataset Versions

2024-05-28 7:05pm

Generated on May 28, 2024

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9435 Total Images

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Dataset Split

Train Set 88%

8262Images

Valid Set 8%

784Images

Test Set 4%

389Images

Preprocessing

Auto-Orient: Applied

Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Saturation: Between -25% and +25%

Blur: Up to 1px

Noise: Up to 0.5% of pixels

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Annotations

Group:

animal

975d4d8d6eda4a6a.jpg

640x640

0.41MP

Updated Apr 30, 56376

8:21PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fill (with center crop) in 640x640

Flip

Horizontal

Saturation

Blur

0.25px

Noise

0.34%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "HmrpT2PtuBIo2JWpf89k"
    ],
    "destination": "db127bc9dbe146a535c5f49dacd1915e",
    "height": 640,
    "id": "5OpYiurjEq7n1FfRadU7",
    "label": [
        "Hamster"
    ],
    "labels": [
        "Hamster"
    ],
    "name": "975d4d8d6eda4a6a.jpg",
    "numSteps": 6,
    "owner": "jL5AaxlHzuOl708gJWgxQdxuF7s1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",640,640]",
        "flip:[\"horizontal\"]",
        "saturation:[1]",
        "blur:[0.25]",
        "noise:[0.34,762666]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Saturation",
            "value": "1%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.34%"
        }
    ],
    "source": "5OpYiurjEq7n1FfRadU7",
    "split": "train",
    "split.HmrpT2PtuBIo2JWpf89k.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"saturation:[1]\",\n    \"blur:[0.25]\",\n    \"noise:[0.34,762666]\"\n]",
    "updated": 1716897932501,
    "updatedDate": "Apr 30, 56376",
    "updatedTime": "8:21PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "HmrpT2PtuBIo2JWpf89k/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [],
    "height": 640,
    "key": "975d4d8d6eda4a6a.jpg",
    "width": 640
}

animal-classification