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2024-12-16 8:09am
v2
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4 months ago
2024-12-15 9:09pm
v1
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4 months ago
v1

2024-12-15 9:09pm

Generated on Dec 15, 2024
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3178 Total Images

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Dataset Split

Train Set 88%
2787Images
Valid Set 8%
262Images
Test Set 4%
129Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Dynamic Crop: Class: eyesleep
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical

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Labels
Attributes
Raw Data

Annotations

Group: eye
 
face
1

Unused Classes

eyesleep
yawn

Attributes

closed_eye_1859-jpg_face_1.jpg

661x661
0.44MP

Updated Nov 19, 56926

2:46PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 14.231266% to 79.624953%
Y: 9.401414% to 96.748523%
Select annotation #1
Static Crop X: 25% to 75%
Y: 25% to 75%
Crop Keep 98%
Centered on 40%, 57%
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation 2°
Shear X: 7°
Y: -2°

Annotation History

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Raw Data

Source Data

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    "datasets": [
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    ],
    "destination": "8c20cbe8db7eb74fb7c6182a84105bc5",
    "height": 661,
    "id": "SzY8d2G6mDAnksaV4IHr",
    "label": [],
    "labels": [],
    "name": "closed_eye_1859-jpg_face_1.jpg",
    "numSteps": 10,
    "owner": "AK2CewsFn4oA4TpQVISA",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"14.231266\",\"79.624953\",\"9.401414\",\"96.748523\"]",
        "select-annotation:[0]",
        "static-crop:[25,75,25,75]",
        "crop:[98,0.401368,0.569831]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[90]",
        "rotate:[2]",
        "shear:[7,-2]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 14.231266% to 79.624953%<br/>Y: 9.401414% to 96.748523%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 40%, 57%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: 7°<br/>Y: -2°"
        }
    ],
    "source": "SzY8d2G6mDAnksaV4IHr",
    "split": "train",
    "split.evK1Roq4Sj1kj2DQxiOO.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"14.231266\\\",\\\"79.624953\\\",\\\"9.401414\\\",\\\"96.748523\\\"]\",\n    \"select-annotation:[0]\",\n    \"static-crop:[25,75,25,75]\",\n    \"crop:[98,0.401368,0.569831]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[2]\",\n    \"shear:[7,-2]\"\n]",
    "updated": 1734271742784,
    "updatedDate": "Nov 19, 56926",
    "updatedTime": "2:46PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "evK1Roq4Sj1kj2DQxiOO/1"
    ],
    "width": 661
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "face",
            "x": 330,
            "y": 330,
            "width": 661,
            "height": 661,
            "points": [
                [
                    469.461114,
                    0
                ],
                [
                    0.890167,
                    21.84626
                ],
                [
                    1.442642,
                    35.404973
                ],
                [
                    48.779946,
                    660.745796
                ],
                [
                    62.338659,
                    660.588026
                ],
                [
                    661,
                    632.67654
                ],
                [
                    661,
                    281.158807
                ],
                [
                    639.716726,
                    0
                ],
                [
                    469.461114,
                    0
                ]
            ]
        }
    ],
    "height": 661,
    "key": "closed_eye_1859-jpg_face_1.jpg",
    "width": 661
}

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