Dataset Versions

Versions
2023-05-29 4:11pm
v24
·
a year ago
3
v23
·
a year ago
detection
v21
·
a year ago
2023-05-29 9:32am
v20
·
a year ago
1024s
v13
·
a year ago
5
v9
·
a year ago
v9

5

Generated on May 25, 2023
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2367 Total Images

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Dataset Split

Train Set 97%
2298Images
Valid Set 2%
49Images
Test Set 1%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Blur: Up to 2.5px

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