Deep Learning

Dataset Format Conversion

Object Detection

Dataset Format Conversion Image Dataset

v2

2022-10-10 10:59pm

Generated on Oct 11, 2022

Popular Download Formats

Dataset Split

Train Set 88%
20235Images
Valid Set 8%
1914Images
Test Set 4%
969Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Shear: ±18° Horizontal, ±16° Vertical
Noise: Up to 10% of pixels
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Blur: Up to 10px