Method and system for monitoring manufacturing operations using computer vision for human performed tasks
The method of monitoring an operation includes acquiring data from sensors including images of a workspace in which the operation is to be performed, identifying a human operator and a controlled element within the workspace using the acquired images, determining whether the operation has initiated...
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| creator | Ellwood, Kevin Richard John Danino, Udy Filev, Dimitar Petrov Mannor, Shie Sohmshetty, Raj Friedman, Peter A |
| description | The method of monitoring an operation includes acquiring data from sensors including images of a workspace in which the operation is to be performed, identifying a human operator and a controlled element within the workspace using the acquired images, determining whether the operation has initiated based on a known activation trigger, estimating pose of the human operator using the images, monitoring state of the controlled element based on acquired data, and determining whether an abnormality occurred based on the estimated pose, the state of the controlled element, a duration of the operation, or a combination thereof. |
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| subjects | CALCULATING COMPUTING COUNTING DETECTING MASSES OR OBJECTS GEOPHYSICS GRAVITATIONAL MEASUREMENTS MEASURING PHYSICS TESTING |
| title | Method and system for monitoring manufacturing operations using computer vision for human performed tasks |
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