公开(公告)号：US20240071056A1

公开(公告)日：2024-02-29

申请号：US18452780

申请日：2023-08-21

Applicant: Autodesk, Inc.

Inventor： Junxiang Huang ,  Alexander Huang ,  Beatriz Chinelato Guerra ,  Yen-Yun Yu

IPC: G06V10/774 ,  G06V10/764

CPC classification number: G06V10/7753 ,  G06V10/764

Abstract: A method and system provide for augmenting a photograph. An unlabeled photograph is obtained. A weakly augmented photograph and a strongly augmented photograph are obtained from the unlabeled photograph based on different types of data augmentation methods. The weakly augmented photograph is processed through a model to generate multiple weakly augmented photograph class predictions (with assigned probabilities). The multiple weakly augmented photograph class predictions are converted into positive pseudo-labels (indicating a presence of a class) or negative pseudo-labels (indicating absence of a class) using different fixed percentile thresholds. The strongly augmented photograph is processed through the model to generate a strongly augmented photograph class prediction. The model is trained to make the strongly augmented photograph label prediction match the positive pseudo-label via a cross-entropy loss. The trained model is then utilized to label the unlabeled photograph with multiple labels.

公开(公告)号：US20220156418A1

公开(公告)日：2022-05-19

申请号：US17461541

申请日：2021-08-30

Applicant: Autodesk, Inc.

Inventor： Xin Xu ,  Graham Garland ,  James Wang ,  Cory Wolnewitz ,  Christine Laffitte ,  Alexander Huang ,  Nikita Shalimov ,  Nicholas Moores ,  Brian Suwan Soe ,  Anand Rajagopal ,  Arjun Nayini ,  Sanjay Penumetsa Raju ,  Jeffrey Lin ,  Joseph Michael Bryan ,  Paulo Rodrigues Espeschite Arantes

IPC: G06F30/12 ,  G06F30/13 ,  G06F30/27

Abstract: A method and system provide the ability to track object progress in a drawing sheet. An object type is created and activity types are assigned to the object type. The activity types represent a progression of an object of the object type. A portable document format (PDF) drawing sheet that has multiple symbol instances is obtained.
A graphic region containing a symbol instance is selected in the drawing sheet. A markup is created on the drawing sheet based on the selected graphic region. Multiple symbol instances are autonomously detected based on the selected graphic region. Progress tracking markup instances of the markup are autonomously created for the detected symbol instances and are linked to the object type. The progress of the object instances is visually tracked using graphical user interface (GUI) visualizations that provide a visual representation of the progression via the markups.