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

Similar Projects

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Object_Detection_Hands_Wrist
Annotate
9 / 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

Tags

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

Attributes

117IMG_.jpg

640x640
0.41MP

Updated Jan 16, 56115

8:49AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Hue -2°
Saturation -18%
Brightness 3%
Exposure -2%
Blur 2px
Noise 0.63%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "blZyQr8ngOyN1knSb5PN"
    ],
    "destination": "a9f35fd36de9e5508b9ba99579cf44ef",
    "height": 640,
    "id": "17isa9WjbM8MY6d8JqUE",
    "label": [],
    "labels": [],
    "name": "117IMG_.jpg",
    "numSteps": 8,
    "owner": "bVv5LP4Gj9Z2kSIykINA8MQPcsC2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "hue:[-2]",
        "saturation:[-18]",
        "brightness:[3]",
        "exposure:[-2]",
        "blur:[2]",
        "noise:[0.63,367413]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Hue",
            "value": "-2°"
        },
        {
            "name": "Saturation",
            "value": "-18%"
        },
        {
            "name": "Brightness",
            "value": "3%"
        },
        {
            "name": "Exposure",
            "value": "-2%"
        },
        {
            "name": "Blur",
            "value": "2px"
        },
        {
            "name": "Noise",
            "value": "0.63%"
        }
    ],
    "source": "17isa9WjbM8MY6d8JqUE",
    "split": "train",
    "split.blZyQr8ngOyN1knSb5PN.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"hue:[-2]\",\n    \"saturation:[-18]\",\n    \"brightness:[3]\",\n    \"exposure:[-2]\",\n    \"blur:[2]\",\n    \"noise:[0.63,367413]\"\n]",
    "updated": 1708652479763,
    "updatedDate": "Jan 16, 56115",
    "updatedTime": "8:49AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "blZyQr8ngOyN1knSb5PN/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "hand_right",
            "x": 228,
            "y": 397,
            "width": 388.5,
            "height": 474
        },
        {
            "label": "R_Radial_Styloid",
            "x": 298.5,
            "y": 124,
            "width": 19,
            "height": 12,
            "keypoints": null
        },
        {
            "label": "R_Ulnar_Styloid",
            "x": 428,
            "y": 229.5,
            "width": 14,
            "height": 19,
            "keypoints": null
        },
        {
            "label": "R_Mid_Wrist",
            "x": 350.5,
            "y": 182,
            "width": 25,
            "height": 26,
            "keypoints": null
        },
        {
            "label": "R_1_MCP",
            "x": 129,
            "y": 294.5,
            "width": 30,
            "height": 43,
            "keypoints": null
        },
        {
            "label": "R_2_MCP",
            "x": 155,
            "y": 430,
            "width": 30,
            "height": 32,
            "keypoints": null
        },
        {
            "label": "R_3_MCP",
            "x": 199,
            "y": 463.5,
            "width": 36,
            "height": 43,
            "keypoints": null
        },
        {
            "label": "R_5_MCP",
            "x": 302.5,
            "y": 492,
            "width": 47,
            "height": 24,
            "keypoints": null
        }
    ],
    "height": 640,
    "key": "117IMG__jpg.rf.0c5b2107366cb38e21f75add9b86d6d9.jpg",
    "width": 640
}

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