Aditya Prakash

pvt-cloudphy-ap

Object Detection

pvt-cloudphy-ap Image Dataset

v4

MORGAN

Generated on Feb 2, 2023

Popular Download Formats

Dataset Split

Train Set 93%
225Images
Valid Set 3%
8Images
Test Set 3%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Shear: ±5° Horizontal, ±8° Vertical
Exposure: Between -16% and +16%
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 1% of pixels