events and updated 1-185 Dataset
v1
2023-12-20 10:06am
Generated on Dec 20, 2023
15448 Total Images
View All Images
Dataset Split
Train Set 87%
13437Images
Valid Set 9%
1349Images
Test Set 4%
662Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each