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YOLOv8n-25epochs
v5
·
2 years ago
resize512_aug3x
v3
·
2 years ago
resize640_aug3x
v2
·
2 years ago
raw-images
v1
·
2 years ago
v3

resize512_aug3x

Generated on Dec 6, 2022
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2877 Total Images

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Dataset Split

Train Set 87%
2517Images
Valid Set 8%
240Images
Test Set 4%
120Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 0.75px
Cutout: 5 boxes with 3% size each

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Windows Instance Segmentation
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Labels
Attributes
Raw Data

Annotations

Group:
windows

Classes

Layers

 
Window
23

Unused Classes

Wood
madeira
rachadura

Tags

No Tags Applied
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Attributes

facade_0_0071863_0072055_png.jpg

512x512
0.26MP

Updated May 3, 54901

6:22AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 85%
Centered on 42%, 98%
Resize Stretch to 512x512
Flip Horizontal
Rotation 9°
Shear X: 0°
Y: 1°
Hue -14°
Saturation 6%
Brightness 1%
Exposure 13%
Blur 0.75px
Cutout Applied

Annotation History

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Raw Data

Source Data

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    "label": [],
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    "numSteps": 12,
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        "flip:[\"horizontal\"]",
        "rotate:[9]",
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            "name": "Resize",
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        {
            "name": "Flip",
            "value": "Horizontal"
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        {
            "name": "Rotation",
            "value": "9°"
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            "name": "Shear",
            "value": "X: 0°<br/>Y: 1°"
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        {
            "name": "Hue",
            "value": "-14°"
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        {
            "name": "Saturation",
            "value": "6%"
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        {
            "name": "Exposure",
            "value": "13%"
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        {
            "name": "Blur",
            "value": "0.75px"
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    "updated": 1670351610176,
    "updatedDate": "May 3, 54901",
    "updatedTime": "6:22AM",
    "updatedTimezone": "+00:00",
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