Early detection of Trypanosoma parasites is critical for the prompt treatment of trypanosomiasis. a neglected tropical disease that poses severe health and socioeconomic challenges in affected regions. To address the limitations of traditional manual microscopy and prior automated methods. we propose YOLO-Tryppa. https://parisnaturalfoodes.shop/product-category/extra-virg-olive-oil/