公开(公告)号：US20220180596A1

公开(公告)日：2022-06-09

申请号：US17678609

申请日：2022-02-23

Applicant: AUTODESK, INC.

Inventor： Thomas Ryan DAVIES ,  Michael HALEY ,  Ara DANIELYAN ,  Morgan FABIAN

IPC: G06T15/20 ,  G06N3/08 ,  G06N3/04 ,  G06F30/00

Abstract: In various embodiments, a training application generates a trained encoder that automatically generates shape embeddings having a first size and representing three-dimensional (3D) geometry shapes. First, the training application generates a different view activation for each of multiple views associated with a first 3D geometry based on a first convolutional neural network (CNN) block. The training application then aggregates the view activations to generate a tiled activation. Subsequently, the training application generates a first shape embedding having the first size based on the tiled activation and a second CNN block. The training application then generates multiple re-constructed views based on the first shape embedding. The training application performs training operation(s) on at least one of the first CNN block and the second CNN block based on the views and the re-constructed views to generate the trained encoder.

公开(公告)号：US20130174028A1

公开(公告)日：2013-07-04

申请号：US13706224

申请日：2012-12-05

Applicant: Autodesk, Inc.

Inventor： Tovi GROSSMAN ,  George FITZMAURICE ,  Justin Frank MATEJKA ,  Thomas WHITE ,  Ara DANIELYAN ,  Ruslana STEININGER ,  Michael CHEN ,  Anderson NOGUEIRA

IPC: G06F17/24

CPC classification number: G06F17/24 ,  G06F16/50 ,  G06Q10/06

Abstract: A system and technique for capturing a workflow history and video of an electronic document are disclosed. Events generated by an application while modifying an electronic document are stored on a web server as metadata. In addition, a captured digital image or frames of captured digital video that reflect the state of the document at the time the event was generated are also stored on the web server. The metadata is associated with one or more portions of the document and with the captured digital image or frames of captured digital video.

Abstract translation: 公开了一种用于捕获电子文档的工作流历史和视频的系统和技术。 修改电子文档时由应用程序生成的事件作为元数据存储在Web服务器上。 此外，捕获的数字图像或者在生成事件时反映文档的状态的捕获的数字视频的帧也被存储在web服务器上。 元数据与文档的一个或多个部分以及所捕获的数字图像或所捕获的数字视频的帧相关联。