Grasp Collision detection using Convolutional Neural Networks
- Developed a CNN model to detect collisions btw robot and environment using PointClouds and JointState.
- Model classifies collisions with an accuracy of 84.7% and is ~30% faster than FCL.
Chenna Kautilya's blog about AI, Machine Learning and Robots.