Dataset Versions

v3

2024-06-28 9:54pm

Generated on Jun 28, 2024

Dataset Split

Train Set 98%
1305Images
Valid Set 1%
17Images
Test Set 1%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 15
Exposure: Between -10% and +10%
Blur: Up to 1.4px
Noise: Up to 1.72% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%

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fingers_old 2
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left_hand_mov-0040.jpg
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left_hand
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Since this image is a processed & augmented version of the original image, you can't modify annotations here.

Attributes

left_hand_mov-0040.jpg

640x640
0.41MP

Updated Jun 28, 2024

9:54PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Brightness Applied Per Bounding Box
Exposure Applied Per Bounding Box
Exposure 8%
Blur 0.25px
Noise 0.78%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "right_hand": 79,
        "left_hand": 73
    },
    "datasets": [
        "gCjRZ2tuxCFd4tncY5SG"
    ],
    "destination": "a30563d9090540bcef9143d39104924f",
    "height": 640,
    "id": "GiI3DwmMWd4leltrSeeA",
    "label": [],
    "labels": [],
    "name": "left_hand_mov-0040.jpg",
    "numSteps": 8,
    "owner": "0mSYBILVSbUDBEj0yNIGli6OBnv1",
    "predictions": [],
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "brightness:[[6]]",
        "exposure:[[8]]",
        "exposure:[8]",
        "blur:[0.25]",
        "noise:[0.78,564282]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "8%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.78%"
        }
    ],
    "source": "GiI3DwmMWd4leltrSeeA",
    "split": "train",
    "split.gCjRZ2tuxCFd4tncY5SG.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"brightness:[[6]]\",\n    \"exposure:[[8]]\",\n    \"exposure:[8]\",\n    \"blur:[0.25]\",\n    \"noise:[0.78,564282]\"\n]",
    "updated": {
        "_seconds": 1719611687,
        "_nanoseconds": 261000000
    },
    "updatedDate": "Jun 28, 2024",
    "updatedTime": "9:54PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "gCjRZ2tuxCFd4tncY5SG/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "left_hand",
            "x": 412,
            "y": 302,
            "width": 384.125,
            "height": 416.25,
            "keypoints": [
                {
                    "id": 0,
                    "x": 534.6270419753085,
                    "y": 142.3032296296296
                },
                {
                    "id": 1,
                    "x": 496.61779753086415,
                    "y": 148.68053333333333
                },
                {
                    "id": 2,
                    "x": 463.2073086419753,
                    "y": 155.35881481481482
                },
                {
                    "id": 3,
                    "x": 397.3302518518518,
                    "y": 155.0656
                },
                {
                    "id": 4,
                    "x": 262.7932049382716,
                    "y": 146.0532148148148
                },
                {
                    "id": 5,
                    "x": 417.76489876543206,
                    "y": 210.84491851851848
                },
                {
                    "id": 6,
                    "x": 496.2551308641975,
                    "y": 247.5231407407407
                },
                {
                    "id": 7,
                    "x": 545.5478518518518,
                    "y": 275.84877037037035
                },
                {
                    "id": 8,
                    "x": 584.4598913580246,
                    "y": 296.92900740740737
                },
                {
                    "id": 10,
                    "x": 426.1573925925926,
                    "y": 264.47146666666663
                },
                {
                    "id": 11,
                    "x": 514.1743802469135,
                    "y": 298.1982814814815
                },
                {
                    "id": 13,
                    "x": 566.7669728395061,
                    "y": 338.76930370370366
                },
                {
                    "id": 19,
                    "x": 386.88529382716047,
                    "y": 326.73611851851854
                },
                {
                    "id": 20,
                    "x": 468.50307160493827,
                    "y": 420.95294814814815
                },
                {
                    "id": 21,
                    "x": 491.85185185185185,
                    "y": 452.6234666666666
                },
                {
                    "id": 26,
                    "x": 276.86214320987654,
                    "y": 389.53706666666665
                },
                {
                    "id": 27,
                    "x": 311.3142913580247,
                    "y": 455.20450370370366
                },
                {
                    "id": 28,
                    "x": 348.55194074074075,
                    "y": 470.69060740740736
                },
                {
                    "id": 34,
                    "x": 501.0776888888889,
                    "y": 477.33025185185187
                },
                {
                    "id": 35,
                    "x": 591.2577185185185,
                    "y": 364.95371851851854
                }
            ]
        }
    ],
    "height": 640,
    "key": "left_hand_mov-0040.jpg",
    "width": 640
}