9-10-11 Computer Vision Model

bynormanfosterTask:
Object Detection
License:CC BY 4.018 views
Dataset Version
v2

2022-08-11 11:13pm

Generated on Aug 11, 2022

Dataset Split

Train Set 88%
162Images
Valid Set 8%
15Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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