Fig. 10: Qualitative examples of error analysis on challenging lesions.
From: Improving generalization of polyp detection via conditional StyleGAN augmented training

The top row shows examples of flat or subtle polyps (blue boxes are ground truth) missed by the baseline model. The bottom row shows the same images with successful, high-confidence detections (green boxes) by our hybrid GAN-augmented model (Ours a and b).