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: 15m Distance, 30° Pitch, 360° Rotation

Normal Detection Rate: 90%

Random Detection Rate: 45%

CAMOU Detection Rate: 24%

ER
Detection Rate: 19%

DTA Detection Rate: 10%