公开(公告)号：US20240193924A1

公开(公告)日：2024-06-13

申请号：US18581044

申请日：2024-02-19

Applicant: FUJITSU LIMITED

Inventor： Takashi KATOH ,  Kanata SUZUKI ,  Taro SUNAGAWA ,  Tomotake SASAKI

IPC: G06V10/778 ,  B25J9/16 ,  G06N3/04 ,  G06N3/094 ,  G06V10/764 ,  G06V10/774 ,  G06V10/776 ,  H04N23/61 ,  H04N23/695

CPC classification number: G06V10/778 ,  B25J9/1664 ,  G06N3/04 ,  G06N3/094 ,  G06V10/774 ,  G06V10/776 ,  H04N23/61 ,  H04N23/695 ,  G06V10/764

Abstract: A computer-readable storage medium storing a data collection program for causing a computer, which is configured to collect training data used for training a machine learning model, to perform processing. In an example, the processing includes: selecting a target data having a confidence level lower than a predetermined value, the confidence level corresponding to a confidence for an output from the machine learning model when collected data is input into the machine learning model; and collecting, for a target object related to the selected target data, the training data such that the confidence is high.

公开(公告)号：US20240232231A1

公开(公告)日：2024-07-11

申请号：US18610415

申请日：2024-03-20

Applicant: Fujitsu Limited

Inventor： Kanata SUZUKI ,  Taro SUNAGAWA ,  Tomotake SASAKI ,  TAKASHI KATOH

IPC: G06F16/28

CPC classification number: G06F16/285

Abstract: A non-transitory computer-readable recording medium has stored therein a data gathering program executable by one or more computers, the data gathering program including: performing data augmentation on unlabeled data; providing a specification label to a group of augmented data pieces generated by the data augmentation, the specification label indicating that labels of the augmented data pieces all match; and providing, when a label for one data piece of the augmented data pieces is determined, the label to one or more data pieces each provided with a specification label that is same as a specification label of the one data piece.