Realtime detection of incorrect sitting posture
Contains the code and weights to our paper "Multi-Task Deep Learning for Depth-based Person Perception in Mobile Robotics" that was published on IROS 2020.
Using a frontal camera to detect whether you are having a bad sitting posture and pop up a windows notification to help you correct.
An application that uses Azure's Custom Vision API to identify poor posture and provide corrective feedback.
Dataset for patch-based person classification (person vs. non-person objects) and posture classification (standing vs. sitting vs. squatting). The data was recorded using a Kinect2 sensor and consists of labeled depth image patches of 27 persons in various postures and of various non-person objects. In total, the dataset consists of more than 23…
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