Abstract: A method and system provide a workflow for extracting building information model (BIM) elements for a floor plan drawing. A design drawing area of an image of the floor plan drawing is determined. Elements are extracted from the design drawing area. A synthetic floor plan design drawing dataset is obtained with known synthetic symbol labels and known synthetic symbol locations. Based on the extracted elements and the synthetic floor plan design drawing dataset, a symbol represented by the extracted elements is detected. Based on the symbol, a building information model (BIM) element is fetched and placed in the floor plan drawing.

Abstract: A method and system provide the ability to generate and use synthetic data to extract elements from a floor plan drawing. A room layout is generated. Room descriptions are used to generate and place synthetic instances of symbol elements in each room. A floor plan drawing is obtained and pre-processed to determine a drawing area. Based on the synthetic data symbols in the floor plan drawing are detected. Orientations of the detected symbols are also detected. Based on the detected symbols and orientations, building information model (BIM) elements are fetched and placed in the floor plan drawing.

Abstract: One embodiment of the present invention sets forth a technique for extracting data from an architectural drawing. The technique includes performing one or more operations via one or more machine learning models to extract a first image of a floorplan area from the architectural drawing. The technique also includes generating a boundary segmentation based on the first image of the floorplan area, wherein the boundary segmentation includes one or more boundary types for one or more portions of the floorplan area.

Abstract: A method and system provide the ability to generate and use synthetic data to extract elements from a floor plan drawing. A room layout is generated. Room descriptions are used to generate and place synthetic instances of symbol elements in each room. A floor plan drawing is obtained and pre-processed to determine a drawing area. Based on the synthetic data symbols in the floor plan drawing are detected. Orientations of the detected symbols are also detected. Based on the detected symbols and orientations, building information model (BIM) elements are fetched and placed in the floor plan drawing.

Abstract: A method and system provide the ability to generate and use synthetic data to extract elements from a floor plan drawing. A room layout is generated. Room descriptions are used to generate and place synthetic instances of symbol elements in each room. A floor plan drawing is obtained and pre-processed to determine a drawing area. Based on the synthetic data symbols in the floor plan drawing are detected. Orientations of the detected symbols are also detected. Based on the detected symbols and orientations, building information model (BIM) elements are fetched and placed in the floor plan drawing.

Abstract: A system for facilitating international trade including a web-based, internet application, programmed to connect businesses and licensed customs brokers to businesses anywhere in the world. This application acts as a third-party gateway, providing a system and method of facilitating international trade between businesses and governments and avoiding unnecessary errors and delays in the traditional customs brokerage process.

Abstract: The disclosure provides cassettes, electrophoresis systems, methods for making the device, and methods of fractionating a sample using the cassettes and electrophoresis systems described herein.

Abstract: Computing resources 202, from a cloud computing network 200, are adjusted for a virtualized operation. Data comporting to the computing sources 202 and metrics of the virtualized operation are received and compared against the parameters that are associated with the virtualized operation. When the data and metrics fall outside of the parameters, the virtualized operation and the computing resources 202 can be adjusted to make the use of cloud computing system 200 and resources be used more efficiently.

Abstract: The disclosure provides cassettes, electrophoresis systems, methods for making the device, and methods of fractionating a sample using the cassettes and electrophoresis systems described herein.

Abstract: The disclosure provides cassettes, electrophoresis systems, methods for making the device, and methods of fractionating a sample using the cassettes and electrophoresis systems described herein.

Abstract: The disclosure provides cassettes, electrophoresis systems, methods for making the device, and methods of fractionating a sample using the cassettes and electrophoresis systems described herein.

Abstract: In one aspect, the invention provides a layer 2 network device that implements a fast retransmission method that causes the layer 2 network device to transmit proposal messages more frequently than defined in the RSTP standard. By transmitting proposal messages (e.g., proposal RST BPDUs) more frequently, the network device can significantly reduce the duration of a network traffic outage caused by a lost proposal message or a lost agreement message.

Abstract: A method in a Layer 2 data forwarding network element deployed at an edge of a first network between the first network and a second network. The first network supports a link management protocol to provide redundant paths and avoid layer 2 loops. The second network does not support the link management protocol. The method includes determining to direct network traffic away from the network element while the network element is not operable to forward the network traffic to the second network, and responsively directing the network traffic away from the network element. The method also includes determining to cause further network traffic to come into the network element after the network element is operable to forward the further network traffic to the second network, and responsively causing the further network traffic to come into the network element. The method may help to reduce traffic loss.

Abstract: In one aspect, the invention provides a layer 2 network device that implements a fast retransmission method that causes the layer 2 network device to transmit proposal messages more frequently than defined in the RSTP standard. By transmitting proposal messages (e.g., proposal RST BPDUs) more frequently, the network device can significantly reduce the duration of a network traffic outage caused by a lost proposal message or a lost agreement message.