MVTec HALCON is a software development library for machine vision and image processing, which provides a series of powerful functions and tools for developing and deploying visual applications. In order to speed up HALCON AI reasoning, MVTec developed the HALCON AI accelerator interface, which can be used with Intel independent graphics cards (such as Intel ® GPU) to speed up AI reasoning speed and performance.
The HALCON AI accelerator interface uses the computing power of Intel independent graphics cards to accelerate HALCON AI reasoning. It can provide faster reasoning speed when processing large-scale images and data sets by using the parallel computing power of Intel graphics cards. This is important for machine vision applications that require real-time or high performance, such as industrial automation LM317D2TR4G Robot vision and medical image processing.
Using the HALCON AI accelerator interface to accelerate AI reasoning requires the following steps:
1. Ensure that the OpenCL enabled Intel standalone graphics card driver is installed on your computer. You can download and install the latest drivers from Intel's official website.
2. Download and install the latest version of HALCON software development kit. You can obtain a free trial version or purchase a full version from the official website of MVTec.
3. Load the AI model in HALCON. HALCON supports a variety of AI models, such as Deep Neural Network (DNN), Support Vector Machine (SVM) and Random Forest (RF). You can use the API functions provided by HALCON to load and configure your AI model.
4. Configure Intel standalone graphics cards using the HALCON AI accelerator interface. You can use the API functions provided by HALCON to detect and configure available video card devices. You can choose to use the default configuration or customize the configuration according to your application requirements.
5. Run AI inference. Once you have configured the AI model and graphics card device, you can use the API functions provided by HALCON to perform AI reasoning. HALCON will automatically assign computing tasks to Intel independent graphics cards for parallel computing to speed up the reasoning process.
By using the MVTec HALCON AI accelerator interface to accelerate AI reasoning on Intel independent graphics cards, you can achieve faster reasoning speed and higher performance, thus realizing real-time and high-performance machine vision applications. This is very important for applications that need to process large-scale images and datasets, and can improve productivity and quality.
