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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
·
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
2 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
hands_wrist

Classes

Layers

 
L_1_MCP
1
 
L_2_MCP
1
 
L_3_MCP
1
 
L_5_MCP
1
 
L_Radial_Styloid
1
 
hand_left
1

Unused Classes

L_Mid_Wrist
L_Ulnar_Styloid
R_1_MCP
R_2_MCP
R_3_MCP
R_5_MCP
R_Mid_Wrist
R_Radial_Styloid
R_Ulnar_Styloid
hand_right

Tags

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

Attributes

IMG20220224232135_01.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 4%
Exposure -6%
Blur 1px
Noise 0.84%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "blZyQr8ngOyN1knSb5PN"
    ],
    "destination": "811a519206457d192d85653bfe138331",
    "height": 640,
    "id": "0f9zmQkej3I146Lugkvn",
    "label": [],
    "labels": [],
    "name": "IMG20220224232135_01.jpg",
    "numSteps": 8,
    "owner": "bVv5LP4Gj9Z2kSIykINA8MQPcsC2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "hue:[16]",
        "saturation:[18]",
        "brightness:[4]",
        "exposure:[-6]",
        "blur:[1]",
        "noise:[0.84,375587]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Hue",
            "value": "16°"
        },
        {
            "name": "Saturation",
            "value": "18%"
        },
        {
            "name": "Brightness",
            "value": "4%"
        },
        {
            "name": "Exposure",
            "value": "-6%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "0.84%"
        }
    ],
    "source": "0f9zmQkej3I146Lugkvn",
    "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:[4]\",\n    \"exposure:[-6]\",\n    \"blur:[1]\",\n    \"noise:[0.84,375587]\"\n]",
    "updated": 1708652479551,
    "updatedDate": "Jan 16, 56115",
    "updatedTime": "8:45AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "blZyQr8ngOyN1knSb5PN/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "hand_left",
            "x": 240,
            "y": 475,
            "width": 478,
            "height": 330
        },
        {
            "label": "L_1_MCP",
            "x": 118,
            "y": 426,
            "width": 36,
            "height": 36,
            "keypoints": null
        },
        {
            "label": "L_Radial_Styloid",
            "x": 10,
            "y": 552,
            "width": 12,
            "height": 12,
            "keypoints": null
        },
        {
            "label": "L_2_MCP",
            "x": 249,
            "y": 424,
            "width": 30,
            "height": 28,
            "keypoints": null
        },
        {
            "label": "L_3_MCP",
            "x": 273.5,
            "y": 459.5,
            "width": 29,
            "height": 31,
            "keypoints": null
        },
        {
            "label": "L_5_MCP",
            "x": 283,
            "y": 541.5,
            "width": 28,
            "height": 33,
            "keypoints": null
        }
    ],
    "height": 640,
    "key": "IMG20220224232135_01_jpg.rf.44727f188d695ad7bd0d43d1a2d2fc1b.jpg",
    "width": 640
}

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