DTA: Physical Camouflage Attacks using Differentiable Transformation Network

DTA: Physical Camouflage Attacks using Differentiable Transformation Network

CVPR 2022 - Accepted Paper

Evaluation Results

Photo-Realistic Simulation Evaluation

Target: EfficientDetD0 | Camera: 10m Distance, 30° Pitch, 360° Rotation

Normal Detection Rate: 97%

Random Detection Rate: 70%

CAMOU Detection Rate: 56%

ER
Detection Rate: 42%

DTA Detection Rate: 16%