Body Work Analysis

Computer Vision

Body Work Analysis
Overview

Recognize and analyze work task (action, movement) of worker's body in factory to increase worker productivity and detect errors during the work process.

Technical Solution
  • Human Pose Estimation (OpenPifPaf model): Optimize architecture and convert to C++ for edge device running
  • Action Recognition (GCN model): Fine-tune hyper-parameters for customized key points graph
  • Tracking (OC-SORT algorithm)
Client
  • YKK, Suzuki
Technologies
Other Works

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