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2023-04-13 12:51pm
v2
·
2 years ago
2023-04-10 7:08pm
v1
·
2 years ago
v1

2023-04-10 7:08pm

Generated on Apr 10, 2023
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45 Total Images

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Dataset Split

Train Set 87%
39Images
Valid Set 7%
3Images
Test Set 7%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Mosaic: Applied

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Shoe Detection for Sound Enhancement
Annotate
12 / 12
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train
Labels
Attributes
Raw Data

Annotations

Group:
shoes

Classes

Layers

 
shoe
4

Tags

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Attributes

heelsWalking_456.jpg

640x640
0.41MP

Updated Feb 5, 55244

1:17PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 93%
Centered on 24%, 7%
Resize Stretch to 640x640
Flip Vertical
Rotation 13°
Shear X: -12°
Y: -4°
Noise 0.25%
Mosaic Applied

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "oVzgSyqlwG2sBpeJ17qY"
    ],
    "destination": "5a5edb85db3c3fd642b4c0ade58c54cb",
    "height": 640,
    "id": "d30ZZNRClF2zft1mT548",
    "label": [],
    "labels": [],
    "name": "heelsWalking_456.jpg",
    "numSteps": 8,
    "owner": "fwbT5Q5xziZ3d47Ewm9Roo9SpYR2",
    "preprocessing": [
        "auto-orient",
        "crop:[93,0.240774,0.072177]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "rotate:[13]",
        "shear:[-12,-4]",
        "noise:[0.25,894260]",
        "mosaic:[50,39,[[0.262647,0.041252],[0.099224,0.150513],[0.730593,0.930149],[0.964485,0.647709]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 93%<br />Centered on 24%, 7%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Shear",
            "value": "X: -12°<br/>Y: -4°"
        },
        {
            "name": "Noise",
            "value": "0.25%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "d30ZZNRClF2zft1mT548",
    "split": "train",
    "split.oVzgSyqlwG2sBpeJ17qY.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[93,0.240774,0.072177]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[13]\",\n    \"shear:[-12,-4]\",\n    \"noise:[0.25,894260]\",\n    \"mosaic:[50,39,[[0.262647,0.041252],[0.099224,0.150513],[0.730593,0.930149],[0.964485,0.647709]]]\"\n]",
    "updated": 1681168137450,
    "updatedDate": "Feb 5, 55244",
    "updatedTime": "1:17PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "oVzgSyqlwG2sBpeJ17qY/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "shoe",
            "x": 33,
            "y": 153.5,
            "width": 66,
            "height": 131
        },
        {
            "label": "shoe",
            "x": 174.48652711889713,
            "y": 135.22731787317755,
            "width": 128.6078507826228,
            "height": 168.7232052276001
        },
        {
            "label": "shoe",
            "x": 377,
            "y": 138,
            "width": 114,
            "height": 206
        },
        {
            "label": "shoe",
            "x": 454.2420162231338,
            "y": 170.27554060846654,
            "width": 90.41224206601214,
            "height": 107.93184644351118
        }
    ],
    "height": 640,
    "key": "heelsWalking_456.jpg",
    "width": 640
}

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