Dataset Versions

v1

2023-09-27 5:50pm

Generated on Sep 27, 2023

Dataset Split

Train Set 88%
630Images
Valid Set 8%
60Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

Similar Projects

See More
Hand Segmentation
Annotate
hand.jpeg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
hand

CLASSES

LAYERS

 
hand
1

Tags

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

Attributes

hand.jpeg

640x640
0.41MP

Updated Sep 27, 2023

2:50PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied
Saturation -21%
Brightness -2%
Blur 0.5px
Noise 3.25%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "hand": 372
    },
    "datasets": [
        "6InFC0UXmupeE8QoDZu0"
    ],
    "destination": "6fafb2e6ce055291931968ff03dc777e",
    "height": 640,
    "id": "JySIIu8CJmGnGhKqsor7",
    "label": [],
    "labels": [],
    "name": "hand.jpeg",
    "numSteps": 7,
    "owner": "pZjgeHFz2lPW7mFovM9d9XUavVI3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]",
        "saturation:[-21]",
        "brightness:[-2]",
        "blur:[0.5]",
        "noise:[3.25,339416]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-21%"
        },
        {
            "name": "Brightness",
            "value": "-2%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "3.25%"
        }
    ],
    "source": "JySIIu8CJmGnGhKqsor7",
    "split": "train",
    "split.6InFC0UXmupeE8QoDZu0.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"saturation:[-21]\",\n    \"brightness:[-2]\",\n    \"blur:[0.5]\",\n    \"noise:[3.25,339416]\"\n]",
    "updated": {
        "_seconds": 1695826248,
        "_nanoseconds": 89000000
    },
    "updatedDate": "Sep 27, 2023",
    "updatedTime": "2:50PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6InFC0UXmupeE8QoDZu0/1"
    ],
    "width": 640
}
{
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