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 -18%
Brightness -9%
Blur 0.25px
Noise 0.75%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "hand": 372
    },
    "datasets": [
        "6InFC0UXmupeE8QoDZu0"
    ],
    "destination": "f0a75806cfa6db108c8c1451e90c37f5",
    "height": 640,
    "id": "UKQORawg5b5R8kyyXRim",
    "label": [],
    "labels": [],
    "name": "hand.jpeg",
    "numSteps": 7,
    "owner": "pZjgeHFz2lPW7mFovM9d9XUavVI3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[90]",
        "saturation:[-18]",
        "brightness:[-9]",
        "blur:[0.25]",
        "noise:[0.75,487435]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-18%"
        },
        {
            "name": "Brightness",
            "value": "-9%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "UKQORawg5b5R8kyyXRim",
    "split": "train",
    "split.6InFC0UXmupeE8QoDZu0.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[90]\",\n    \"saturation:[-18]\",\n    \"brightness:[-9]\",\n    \"blur:[0.25]\",\n    \"noise:[0.75,487435]\"\n]",
    "updated": {
        "_seconds": 1695826247,
        "_nanoseconds": 964000000
    },
    "updatedDate": "Sep 27, 2023",
    "updatedTime": "2:50PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6InFC0UXmupeE8QoDZu0/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "hand",
            "x": 390.25,
            "y": 383.75,
            "width": 497,
            "height": 402.5,
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