Ananth V.

FRC ball detection

Object Detection

FRC ball detection Image Dataset

v17

2022-02-08 6:35pm

Generated on Feb 9, 2022

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Dataset Split

Train Set 95%
5019Images
Valid Set 2%
132Images
Test Set 3%
136Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x360
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 20% of images
Brightness: Between -20% and +20%
Noise: Up to 1% of pixels
Mosaic: Applied