Search Results for author: Parual Datta

Found 4 papers, 1 papers with code

A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation

no code implementations30 Aug 2017 Srenivas Varadarajan, Parual Datta, Omesh Tickoo

We propose a greedy part assignment algorithm that exploits the inherent structure of the human body to achieve a lower complexity, compared to any of the prior published works.

2D Pose Estimation Pose Estimation

A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing

no code implementations24 Aug 2022 Parual Datta, Nilesh Ahuja, V. Srinivasa Somayazulu, Omesh Tickoo

Split computing has emerged as a recent paradigm for implementation of DNN-based AI workloads, wherein a DNN model is split into two parts, one of which is executed on a mobile/client device and the other on an edge-server (or cloud).

Data Compression

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