Dataset Versions

v7

2024-12-05 3:46pm

Generated on Dec 5, 2024

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Dataset Split

Train Set 87%
1659Images
Valid Set 8%
162Images
Test Set 5%
86Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -40° and +40°
Brightness: Between -11% and +11%
Blur: Up to 1.5px
Bounding Box: Noise: Up to 0.1% of pixels

Similar Projects

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CatBot Baru
Annotate
hairloss_new_39.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Cat

CLASSES

LAYERS

 
cat-hairloss
1

Unused Classes

\
cat-dermatitis
cat-eye
cat-eye-normal
cat-lump-and-bump
cat-scabies

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

hairloss_new_39.jpg

640x640
0.41MP

Updated Dec 5, 2024

8:47AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Noise Applied Per Bounding Box
Flip Both
Rotation 36°
Brightness 5%
Blur 0.75px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "cat-scabies": 281,
        "cat-hairloss": 258,
        "cat-eye": 221,
        "cat-lump-and-bump": 209,
        "cat-eye-normal": 208,
        "cat-dermatitis": 240
    },
    "datasets": [
        "smpBpNMhFFYeOpyDS58J"
    ],
    "destination": "c289bc0bdf176f16d5222edd08df5858",
    "height": 640,
    "id": "1X7VwJu7wrUFlIsM1LBw",
    "label": [],
    "labels": [],
    "name": "hairloss_new_39.jpg",
    "numSteps": 7,
    "owner": "Ml1aSgaUogZlNmin7aUe9JC0H962",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "noise:[[0.02,38344]]",
        "flip:[\"both\"]",
        "rotate:[36]",
        "brightness:[5]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Rotation",
            "value": "36°"
        },
        {
            "name": "Brightness",
            "value": "5%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "1X7VwJu7wrUFlIsM1LBw",
    "split": "train",
    "split.smpBpNMhFFYeOpyDS58J.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"noise:[[0.02,38344]]\",\n    \"flip:[\\\"both\\\"]\",\n    \"rotate:[36]\",\n    \"brightness:[5]\",\n    \"blur:[0.75]\"\n]",
    "updated": {
        "_seconds": 1733388456,
        "_nanoseconds": 541000000
    },
    "updatedDate": "Dec 5, 2024",
    "updatedTime": "8:47AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "smpBpNMhFFYeOpyDS58J/7"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "cat-hairloss",
            "x": 409.76386249999996,
            "y": 172.6774525,
            "width": 164.03834899999998,
            "height": 345.354905,
            "points": [
                [
                    345.795277,
                    0
                ],
                [
                    351.013403,
                    55.233918
                ],
                [
                    347.926194,
                    102.306967
                ],
                [
                    327.744688,
                    152.290382
                ],
                [
                    334.467571,
                    178.651009
                ],
                [
                    380.19075,
                    190.261338
                ],
                [
                    372.853354,
                    237.705399
                ],
                [
                    366.52731,
                    291.20705
                ],
                [
                    362.022284,
                    338.708775
                ],
                [
                    362.662163,
                    339.589493
                ],
                [
                    379.879652,
                    345.354905
                ],
                [
                    397.833672,
                    307.85779
                ],
                [
                    416.116876,
                    286.922026
                ],
                [
                    457.295998,
                    238.844608
                ],
                [
                    491.783037,
                    206.995874
                ],
                [
                    450.693222,
                    178.43444
                ],
                [
                    415.443903,
                    125.252333
                ],
                [
                    422.50062,
                    82.087649
                ],
                [
                    428.639588,
                    31.4389
                ],
                [
                    441.038438,
                    0
                ],
                [
                    397.946766,
                    0
                ],
                [
                    389.563524,
                    25.867149
                ],
                [
                    381.082396,
                    0
                ],
                [
                    345.795277,
                    0
                ]
            ]
        }
    ],
    "height": 640,
    "key": "hairloss_new_39.jpg",
    "width": 640
}

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