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, 15° Pitch, 360° Rotation


Normal Detection Rate: 100%


Random Detection Rate: 97%


CAMOU Detection Rate: 94%


ER
Detection Rate: 84%


DTA Detection Rate: 47%