Dataset Versions

v3

resize512_aug3x

Generated on Dec 6, 2022

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

Similar Projects

See More
Windows Instance Segmentation
Annotate
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train
Labels
Attributes
Raw Data

Annotations

Group:
windows

Classes

Layers

 
Window
35

Unused Classes

Wood
madeira
rachadura

Tags

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

Attributes

monge_17.jpg

512x512
0.26MP

Updated May 3, 54901

6:38AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 83%
Centered on 21%, 87%
Resize Stretch to 512x512
Flip Horizontal
Rotation -10°
Shear X: 0°
Y: 1°
Grayscale Applied
Hue -11°
Saturation -11%
Brightness 15%
Exposure -17%
Blur 0.5px
Cutout Applied

Annotation History

Loading...

Raw Data

Source Data

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