The unmanned rice transplanter is capable of moving along the planned seedling path, realizing both moving forward and automatic U-turning motions. With this innovative agricultural machine, only one operator is required to fill the seeds into the machine, allowing for mechanically precise efficiency and performance on the rest of the task.