Abstract Assessment of burn extent and depth are critical and require very specialized diagnosis. Automated image-based algorithms could assist in performing wound detection and classification. We aimed to develop two deep-learning algorithms that respectively identify burns. and classify whether they require surgery. https://www.sunsetnoveltiers.shop/product-category/teddy/