2 results about "Labelling" patented technology

Labelling in machine learning is disclosed. Assistant models are trained to generate the labelling behavior of corresponding labelers. When an observation is received, the label generated by the assistant model is compared to the user-generated label. If the labels are different, an ensemble operation is performed wherein multiple assistant models, each configured to mimic the labelling behavior of a different user, are used to resolve the conflict and determine a final label for the observation. Labels generated by the ensemble operation may be incorporated into retraining operations performed to retrain the assistant models.

The present application relates to a kind of test tube overturns label equipment, including label supply mechanism, for providing label;Test tube feeding mechanism, including supply assembly, material taking assembly and bearing assembly, supply assembly is used to provide the test tube to be labeled, material taking assembly is used to clamp test tube from supply assembly and place on bearing assembly after test tube is rotated from upright posture to horizontal posture;Actuator, including labeling execution end and clamping execution end, labeling execution end is used to obtain label from label supply mechanism, and label is attached to the circumferential surface of test tube on bearing assembly;Bearing assembly is used to support horizontal posture test tube, and can be overturned to upright posture after test tube labeling is completed, clamping execution end is used to clamp test tube and be transferred to discharge after being overturned to upright posture.The test tube overturns label equipment of the present application is reasonable in layout, can realize test tube posture conversion, to optimize labeling effect, improve labeling quality, while giving consideration to the stability and convenience of test tube feeding and discharging.