InVision, a robot target recognition approach is proposed using deep federated learning.
Particularly, deep geometric learning is developed to improve the perception capabilities of
convolutional neural networks, and promote the representation maps' resolutions while
achieving good recognition performance. Moreover, federated metric learning is constructed
to protect user data privacy across multiple devices and relieve the problem of inadequate …