Dataset Versions

v1

2024-02-22 4:00pm

Generated on Feb 23, 2024

Dataset Split

Train Set 88%
750Images
Valid Set 8%
72Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

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

Similar Projects

See More
Object_Detection_Hands_Wrist
Annotate
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

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

Attributes

IMG20220224231852.jpg

640x640
0.41MP

Updated Nov 7, 56114

1:25AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Saturation -18%
Blur 1.5px
Noise 0.35%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "blZyQr8ngOyN1knSb5PN"
    ],
    "destination": "cbe3f0cccc019e2740f4a0ca3a7e39a6",
    "height": 640,
    "id": "lZpMRar01Vt9AtmqShuq",
    "label": [],
    "labels": [],
    "name": "IMG20220224231852.jpg",
    "numSteps": 5,
    "owner": "bVv5LP4Gj9Z2kSIykINA8MQPcsC2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "saturation:[-18]",
        "blur:[1.5]",
        "noise:[0.35,292261]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Saturation",
            "value": "-18%"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Noise",
            "value": "0.35%"
        }
    ],
    "source": "lZpMRar01Vt9AtmqShuq",
    "split": "train",
    "split.blZyQr8ngOyN1knSb5PN.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"saturation:[-18]\",\n    \"blur:[1.5]\",\n    \"noise:[0.35,292261]\"\n]",
    "updated": 1708646405127,
    "updatedDate": "Nov 7, 56114",
    "updatedTime": "1:25AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "blZyQr8ngOyN1knSb5PN/1"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "label": "hand_left",
            "x": 223,
            "y": 491,
            "width": 445.5,
            "height": 298
        },
        {
            "label": "L_1_MCP",
            "x": 92,
            "y": 449.5,
            "width": 50,
            "height": 29,
            "keypoints": null
        },
        {
            "label": "L_2_MCP",
            "x": 230,
            "y": 441,
            "width": 26,
            "height": 28,
            "keypoints": null
        },
        {
            "label": "L_3_MCP",
            "x": 264.5,
            "y": 473.5,
            "width": 23,
            "height": 21,
            "keypoints": null
        },
        {
            "label": "L_5_MCP",
            "x": 294,
            "y": 551,
            "width": 26,
            "height": 28,
            "keypoints": null
        },
        {
            "label": "L_Radial_Styloid",
            "x": 26,
            "y": 573.5,
            "width": 22,
            "height": 17,
            "keypoints": null
        }
    ],
    "height": 640,
    "key": "IMG20220224231852_jpg.rf.33afee7f813f72e56889f883ee4c3011.jpg",
    "width": 640
}