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2024-02-22 5:43pm
v5
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a year ago
2024-02-22 5:41pm
v4
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a year ago
2024-02-22 5:37pm
v3
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2024-02-22 4:00pm
v1
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v4

2024-02-22 5:41pm

Generated on Feb 23, 2024
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Dataset Split

Train Set 87%
726Images
Valid Set 10%
80Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -19° and +19°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.21% of pixels

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Object_Detection_Hands_Wrist
Annotate
1 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
hands_wrist

Classes

Layers

 
R_1_MCP
1
 
R_2_MCP
1
 
R_3_MCP
1
 
R_5_MCP
1
 
R_Mid_Wrist
1
 
R_Radial_Styloid
1
 
R_Ulnar_Styloid
1
 
hand_right
1

Unused Classes

L_1_MCP
L_2_MCP
L_3_MCP
L_5_MCP
L_Mid_Wrist
L_Radial_Styloid
L_Ulnar_Styloid
hand_left

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Attributes

S__34734282.jpg

640x640
0.41MP

Updated Jan 16, 56115

8:45AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Hue 16°
Saturation -18%
Brightness -6%
Exposure 1%
Blur 1.75px
Noise 0.21%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "blZyQr8ngOyN1knSb5PN"
    ],
    "destination": "af0120907aef360bb65213148f275e76",
    "height": 640,
    "id": "0Wui9iStH2pXVli2SasZ",
    "label": [],
    "labels": [],
    "name": "S__34734282.jpg",
    "numSteps": 8,
    "owner": "bVv5LP4Gj9Z2kSIykINA8MQPcsC2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "hue:[16]",
        "saturation:[-18]",
        "brightness:[-6]",
        "exposure:[1]",
        "blur:[1.75]",
        "noise:[0.21,85538]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Hue",
            "value": "16°"
        },
        {
            "name": "Saturation",
            "value": "-18%"
        },
        {
            "name": "Brightness",
            "value": "-6%"
        },
        {
            "name": "Exposure",
            "value": "1%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        },
        {
            "name": "Noise",
            "value": "0.21%"
        }
    ],
    "source": "0Wui9iStH2pXVli2SasZ",
    "split": "train",
    "split.blZyQr8ngOyN1knSb5PN.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"hue:[16]\",\n    \"saturation:[-18]\",\n    \"brightness:[-6]\",\n    \"exposure:[1]\",\n    \"blur:[1.75]\",\n    \"noise:[0.21,85538]\"\n]",
    "updated": 1708652479523,
    "updatedDate": "Jan 16, 56115",
    "updatedTime": "8:45AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "blZyQr8ngOyN1knSb5PN/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "hand_right",
            "x": 401,
            "y": 327,
            "width": 304,
            "height": 271.5
        },
        {
            "label": "R_Radial_Styloid",
            "x": 559,
            "y": 371,
            "width": 12,
            "height": 14,
            "keypoints": null
        },
        {
            "label": "R_1_MCP",
            "x": 516,
            "y": 285.5,
            "width": 20,
            "height": 19,
            "keypoints": null
        },
        {
            "label": "R_Ulnar_Styloid",
            "x": 485,
            "y": 466,
            "width": 22,
            "height": 8,
            "keypoints": null
        },
        {
            "label": "R_2_MCP",
            "x": 395,
            "y": 297.5,
            "width": 18,
            "height": 13,
            "keypoints": null
        },
        {
            "label": "R_Mid_Wrist",
            "x": 516,
            "y": 415.5,
            "width": 18,
            "height": 9,
            "keypoints": null
        },
        {
            "label": "R_3_MCP",
            "x": 368.5,
            "y": 329.5,
            "width": 17,
            "height": 15,
            "keypoints": null
        },
        {
            "label": "R_5_MCP",
            "x": 336,
            "y": 392.5,
            "width": 12,
            "height": 11,
            "keypoints": null
        }
    ],
    "height": 640,
    "key": "S__34734282_jpg.rf.a996637c09f84e3936bdc2508bc5167c.jpg",
    "width": 640
}

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