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
v2

2023-10-31 5:51pm

Generated on Oct 31, 2023
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2364 Total Images

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Dataset Split

Train Set 88%
2076Images
Valid Set 9%
204Images
Test Set 4%
84Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 38% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Blur: Up to 5px