Autonomous Robotic Manipulation: Real-Time, Deep-Learning Approach for Grasping of Unknown Objects

Figure 4

Description of the neural network architecture that is implemented in our study. The generative grasp CNN takes as an input an inpainted depth image, and generates a grasp pose for every pixel, comprising the grasp quality, , grasp width, , and grasp angle, .