Wu Robotics

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balls_detection

Object Detection

balls_detection Image Dataset

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Versions
2023-11-11 5:09pm
v4
Nov 11, 2023
2023-11-04 5:41pm
v3
Nov 4, 2023
2023-10-31 5:51pm
v2
Oct 31, 2023
2023-10-21 5:12pm
v1
Oct 21, 2023
v4

2023-11-11 5:09pm

Generated on Nov 11, 2023
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1860 Total Images

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Dataset Split

Train Set 86%
1596Images
Valid Set 9%
176Images
Test Set 5%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 38% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -25% and +25%