Research Article

Vision-Based Intelligent Perceiving and Planning System of a 7-DoF Collaborative Robot

Table 2

Performance of grasping gesture prediction with CNN.

 Object 1Object 2Object 3Object 4Object 5

Speed (fps)20.1518.3326.2218.4525.12
Success rate (%)91.588.493.189.092.7