Dataset Versions

v21

2024-06-01 12:50pm

Generated on Jun 1, 2024

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Dataset Split

Train Set 87%
5816Images
Valid Set 13%
846Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Brightness: Between -10% and +10%

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Yolo face detection
Annotate
S037-004_mp4-9.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
face

CLASSES

LAYERS

 
sad
1

Unused Classes

angry
happy
neutral
surprised
tired

Tags

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

Attributes

S037-004_mp4-9.jpg

640x640
0.41MP

Updated Jun 1, 2024

4:50AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied
Rotation
Grayscale Applied
Brightness -7%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "happy": 394,
        "sad": 612,
        "tired": 534,
        "neutral": 332,
        "angry": 747,
        "surprised": 364
    },
    "datasets": [
        "yeFV2q1OM1u4WxtK2M3t"
    ],
    "destination": "5fa05cb5205f5faed355ed5e2b13f419",
    "height": 640,
    "id": "r755hZ5OkljveAweha9k",
    "label": [],
    "labels": [],
    "name": "S037-004_mp4-9.jpg",
    "numSteps": 6,
    "owner": "GTZhwK4X1wQcf4Ttvmp2sM5H1g43",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[4]",
        "grayscale",
        "brightness:[-7]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "4°"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Brightness",
            "value": "-7%"
        }
    ],
    "source": "r755hZ5OkljveAweha9k",
    "split": "train",
    "split.yeFV2q1OM1u4WxtK2M3t.21": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[4]\",\n    \"grayscale\",\n    \"brightness:[-7]\"\n]",
    "updated": {
        "_seconds": 1717217412,
        "_nanoseconds": 184000000
    },
    "updatedDate": "Jun 1, 2024",
    "updatedTime": "4:50AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "yeFV2q1OM1u4WxtK2M3t/21"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "sad",
            "x": 410.5,
            "y": 303.5,
            "width": 298,
            "height": 372
        }
    ],
    "height": 640,
    "key": "S037-004_mp4-9.jpg",
    "width": 640
}

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