Dataset Versions

v4

2024-11-01 1:56am

Generated on Nov 1, 2024

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Dataset Split

Train Set 88%
7671Images
Valid Set 8%
717Images
Test Set 4%
374Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 1.3px

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Action_Recognition
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Labels
Attributes
Raw Data

Annotations

Group:
people

CLASSES

LAYERS

 
Sitting_down
1

Unused Classes

Drinking
Fall_down
Standing
Walking

Tags

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

Attributes

1188_png.jpg

640x640
0.41MP

Updated Jan 9, 56805

1:25AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Rotation Applied Per Bounding Box
Brightness Applied Per Bounding Box
Blur Applied Per Bounding Box
90° Rotate Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Drinking": 767,
        "Fall_down": 739,
        "Sitting_down": 736,
        "Standing": 735,
        "Walking": 717
    },
    "datasets": [
        "wCfAZCmzq6Q7gXqG9hIM"
    ],
    "destination": "37b3852ea0249c5b50147f824827e78c",
    "height": 640,
    "id": "NdBblpG0WVS68XCBiwgZ",
    "label": [],
    "labels": [],
    "name": "1188_png.jpg",
    "numSteps": 7,
    "owner": "hwJ8OnC6HIeisk7nFi7GQ4BVJZJ2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "rotate:[[-9]]",
        "brightness:[[0]]",
        "blur:[[0]]",
        "ninety:[90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "NdBblpG0WVS68XCBiwgZ",
    "split": "train",
    "split.wCfAZCmzq6Q7gXqG9hIM.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"rotate:[[-9]]\",\n    \"brightness:[[0]]\",\n    \"blur:[[0]]\",\n    \"ninety:[90]\"\n]",
    "updated": 1730426203524,
    "updatedDate": "Jan 9, 56805",
    "updatedTime": "1:25AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "wCfAZCmzq6Q7gXqG9hIM/4"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Sitting_down",
            "x": 436,
            "y": 383.5,
            "width": 326,
            "height": 139
        }
    ],
    "height": 640,
    "key": "1188_png.jpg",
    "width": 640
}

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