Dataset Versions
v6
2023-09-23 11:40am
Generated on Sep 23, 2023
5533 Total Images
View All Images
Dataset Split
Train Set 92%
5091Images
Valid Set 5%
253Images
Test Set 3%
189Images
Preprocessing
Resize: Stretch to 1000x1000
Modify Classes: 6 remapped, 8 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 7% of pixels