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Techniques for training a machine learning model to modify portions of shapes when generating designs for three-dimensional objects

ActiveUS20220130127A1Reduce computational complexitySolve the real problemGeometric CADGeometric image transformationStructure analysisAlgorithm

In various embodiments, a training application trains a machine learning model to modify portions of shapes when designing 3D objects. The training application converts first structural analysis data having a first resolution to first coarse structural analysis data having a second resolution that is lower than the first resolution. Subsequently, the training application generates one or more training sets based on a first shape, the first coarse structural analysis data, and a second shape that is derived from the first shape. Each training set is associated with a different portion of the first shape. The training application then performs one or more machine learning operations on the machine learning model using the training set(s) to generate a trained machine learning model. The trained machine learning model modifies at least a portion of a shape having the first resolution based on coarse structural analysis data having the second resolution.

Techniques for training a machine learning model to modify portions of shapes when generating designs for three-dimensional objects

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Owner:AUTODESK INC

Building structure analysis system based on BIM technology

InactiveCN113237458AFast update rateFully automatedGeometric CADActive open surveying meansComputer hardwareStructure analysis

The invention discloses a BIM technology-based building structure analysis system, which comprises a laser emission module and a monitoring module, and is characterized in that the monitoring module is connected with a background BIM processing analysis system through a wireless transmission technology, the laser emission module comprises a first processor, the first processor is connected with a first power supply unit, a horizontal sensor, a leveling support mechanism and a collimation laser emission unit, the monitoring module comprises a monitor installed on a building and used for receiving a laser beam, the monitor is connected with a second processor, the second processor is connected with a CPLD and DSP image acquisition unit and a wireless data transmission unit, and the monitor comprises a light transmitting sheet, a light filter, a light splitting sheet and two CCD imaging units. The invention relates to the technical field of building structure safety monitoring. According to the invention, the problems of complicated equipment working procedures, too much required auxiliary work, time and labor consumption, high detection cost and low detection precision of a construction engineering structure settlement detection method are solved.

Owner:王朝景

2 results about "Structure analysis" patented technology

Techniques for training a machine learning model to modify portions of shapes when generating designs for three-dimensional objects

Building structure analysis system based on BIM technology

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