DTA: Physical Camouflage Attacks using Differentiable Transformation Network

DTA: Physical Camouflage Attacks using Differentiable Transformation Network

CVPR 2022 - Accepted Paper

Evaluation Results

Transferability Evaluation

Target: SSD | Camera: 5m Distance, 0 Pitch, 360° Rotation

Normal Detection Rate: 90%

Random Detection Rate: 74%

UPC Detection Rate: 75%

DAS
Detection Rate: 87%

CAMOU Detection Rate: 62%

ER
Detection Rate: 57%

DTA Detection Rate: 40%