Development Of Video Based Action Recognition System For Item Taking From Shelf

2021 8th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA)（2021）

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摘要

This paper explores the development of video-based action recognition system for taking/returning item from/to the shelf that is fast enough to be used in real-time. For action classification, transfer learning is used on the Inflated 3D model with the ResNet50v1 backbone. Meanwhile, for object recognition, transfer learning is used with the YOLOv4 model because it includes components to determine...

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关键词

Solid modeling,Three-dimensional displays,Transfer learning,Detectors,Streaming media,Real-time systems,Object recognition

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