1 code implementation • 10 Apr 2023 • Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani Srivastava
Existing approaches for autonomous control of pan-tilt-zoom (PTZ) cameras use multiple stages where object detection and localization are performed separately from the control of the PTZ mechanisms.
no code implementations • 29 May 2022 • Swapnil Sayan Saha, Sandeep Singh Sandha, Mani Srivastava
We characterize a closed-loop widely applicable workflow of machine learning model development for microcontroller class devices and show that several classes of applications adopt a specific instance of it.
1 code implementation • 22 May 2020 • Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani Srivastava
Tuning hyperparameters for machine learning algorithms is a tedious task, one that is typically done manually.