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: 5m Distance, 15° Pitch, 360° Rotation

Normal Detection Rate: 100%

Random Detection Rate: 87%

CAMOU Detection Rate: 79%

ER
Detection Rate: 68%

DTA Detection Rate: 20%