Dental pathology detection and tooth type categorization are crucial yet often error-prone and time-consuming tasks in dental diagnostics. This paper presents a novel approach using Transformer-Based You Only Look Once (YOLO) for automating dental pathology detection and tooth type categorization from panoramic X-ray images. Manual dental examinations are error-prone and time consuming. https://jalyttlers.shop/product-category/mini-casserole/