Isaac Agyemang

Damage Type

Object Detection

Damage Type Image Dataset

v1

Damage Type V1

Generated on Jan 21, 2022

Popular Download Formats

Dataset Split

Train Set 88%
9630Images
Valid Set 8%
917Images
Test Set 4%
458Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 2px
Noise: Up to 5% of pixels
Mosaic: Applied
Undamaged-Minor-Moderate-Heavy
4636 images
DamageType-YOLOv3
463 images
column-damage
731 images