no code implementations • 8 Mar 2020 • Y V S Harish, Harit Pandya, Ayush Gaud, Shreya Terupally, Sai Shankar, K. Madhava Krishna
We further present an extensive benchmark in a photo-realistic 3D simulation across diverse scenes to study the convergence and generalisation of visual servoing approaches.
no code implementations • 2 Oct 2019 • Ayush Gaud, Y V S Harish, K. Madhava Krishna
We leverage the expressiveness of the popular stacked hourglass architecture and augment it by adopting memory units between intermediate layers of the network with weights shared across stages for video frames.
no code implementations • 10 Jun 2017 • Aseem Saxena, Harit Pandya, Gourav Kumar, Ayush Gaud, K. Madhava Krishna
In this paper, we present an end-to-end learning based approach for visual servoing in diverse scenes where the knowledge of camera parameters and scene geometry is not available a priori.