FRC ball detection Image Dataset

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Versions
2022-02-08 6:35pm
v17
Feb 9, 2022
2022-02-03 12:32pm
v16
Feb 3, 2022
2022-02-01 10:11am
v13
Feb 1, 2022
2022-02-01 10:11am
v12
Feb 1, 2022
2022-02-01 10:01am
v9
Feb 1, 2022
2022-02-01 10:00am
v8
Feb 1, 2022
2022-02-01 9:44am
v7
Feb 1, 2022
2022-02-01 9:36am
v6
Feb 1, 2022
2022-02-01 9:34am
v5
Feb 1, 2022
2022-01-25 11:41pm
v3
Jan 26, 2022
2022-01-25 11:29pm
v2
Jan 26, 2022

2022-02-03 12:32pm

Version 16
Generated Feb 3, 2022

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Images

5287 images
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Train / Test Split

Training Set

95
5k
images

Validation Set

2
132
images

Testing Set

3
136
images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 1280x720
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
Details
Version Name: 2022-02-03 12:32pm
Version ID: 16
Generated: Feb 3, 2022
Annotation Group: balls