This work aims at proposing an affordable. non-wearable system to detect falls of people in need of care. The proposal uses artificial vision based on deep learning techniques implemented on a Raspberry Pi4 4GB RAM with a High-Definition IR-CUT camera. The CNN architecture classifies detected people into five classes: fallen. https://macorners.shop/product-category/engravable-bead-name-cuff-bracelet-with-birthstone-gift-box/