An electric drawer with gesture sensing includes a cabinet body, a controller, a drawer body, a driving device, and a gesture sensor. The gesture sensor is used for sensing a gesture to open or close the drawer body and for transmitting the corresponding information to the controller. After that, the controller controls the operation of the driving device to open or close the drawer. Through this electric drawer, there is no need for the user to manually push and pull the drawer, and the user can open or close the drawer with a gesture to facilitate the use of the drawer.