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The Polyp-Gen dataset is a realistic and diverse polyp image generation dataset for expanding endoscopic datasets. It contains 55,883 samples, including 29,640 polyp frames and 26,243 non‑polyp frames. Low‑quality images such as blurry, reflective, or ghosted frames were filtered out.