FH Hagenberg

Tick Classification Sample

Classification

Tick Classification Sample Image Dataset

v2

2023-10-30 3:24pm

Generated on Oct 30, 2023

Dataset Split

Train Set 88%
3900Images
Valid Set 8%
365Images
Test Set 4%
180Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 500x500
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical