Dataset Versions

v4

2024-12-10 2:28pm

Generated on Dec 10, 2024

Dataset Split

Train Set 88%
420Images
Valid Set 13%
60Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 0.9px
Noise: Up to 0.14% of pixels