利用智能视觉组件简化嵌入式视觉开发.pdf

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1、Streamlining Embedded Vision Development with Smart Vision ComponentsSelena Schwarm Team Lead Global Partner ManagementBasler AGCustomer challenges solving vision problemsCore components of a smart vision solutionTowards a hybrid software architecture Introduction vTools for classical image processi

2、ng Introduction vTools for AI applications Interoperability of smart vision componentsSummaryAgenda2 2023 Basler AGCustomer challenges solving vision problemsCustomer use case:Finding a smart computer vision solutionfor an application4 2023 Basler AGCustomer use case:Key aspects to consider when set

3、ting up an embedded vision solution 5 2023 Basler AGHow to set up a fully integrated embedded vision system with the following functionalities:Data acquisition:A data stream of images,generated by a Basler camera and accessories Data processing:Embedded hardware to pre-process image dataData analyti

4、cs:Classical image processing or deep learning algorithmsConnectivity:Ability to use cloud services and send data to the cloud via automated cloud connectionCustomer challenges when developing a seamlessly runningembedded vision solution6 2023 Basler AGWide range of hardware and software components

5、lead to complexdevelopment environmentOptimizing software for hardwarerequires strong expertise in both embeddedhardware and softwareSelection of interoperable components for my application is time consuming and costlyCore components of a smart vision solutionOverview of smart vision components8 202

6、3 Basler AGTargetProcessorSoftwareCamera and accessoriesSmart Vision ComponentsTowards a hybrid software architectureBasler has extended its software offering as part of the pylon software framework 10Core Driver Package:Camera Control+Image acquisitionSupport of all interfaces(USB;LVDS;MIPI)Support