About ctrlXW-Michael

LumiScan Training Framework enables easy training of neural networks for computer vision tasks, including object recognition. It also allows the user to train an existing network to adapt it to new data, or to train a network from scratch and convert it to ONNX. Features Retrains neural network models Converts neural network to ONNX Generates an inference that can be loaded into LumiScan AI Object MatchingFeauture Works both on Windows and Linux LumiScan Training Framework User Interface For correct and successful training, it is necessary to configure all relevant parameters in the JSON settings in advance. Prerequisites CUDA Toolkit 11.8 or higher Code Meter 7.60 or higher NVIDIA GeForce RTX 2080 SUPER Anaconda Linux or Windows 10 or higher Wibu Dongle for Encryption Mat. Nr. xxxx Documentation LumiScan Training Framework User Guide. Support HD Vision Systems Customer Service +49 (0)6221 6721905 HD Vision Systems Customer Service 1) Related Links   Website HD Vision Systems The Company  HD Vision Systems supports manufacturing companies in all aspects of Machine Vision. With its unique light field-based technology, their systems offer customers fast and easy access to automation: the light field makes it possible to reliably detect complex and shiny surfaces or fibre composites. The flexible systems consisting of sensor and software are also highly adaptable for small quantities. Each vision solution from HD Vision Systems is supplied together with a vision controller mounted on the edge. The system can then be used flexibly for various applications: In addition to generating high-precision RGB-D point clouds of detected objects and object recognition, they also provide accurate object localization and inspection. 1)  Note on data protection The email is sent directly to the partner company! This company is responsible for the processing of the data contained. Please read their data protection information before sending this email! Bosch Rexroth is not responsible for the use of the partner company's support. ... View more

LumiScan Annotation Framework is versatile software that allows you to annotate objects in an image, providing data for training and retraining neural network models used for a task such as object recognition or quality inspection. The intuitive interface allows for any number of users, customization of the annotation settings, and an unlimited number of annotations. LumiScan Annotation Framework provides seamless data exchange with other HD Vision Systems applications and doesn't require any AI knowledge. Features Allows multiple users.  Customization of the annotation settings, such as the thickness of the bounding box line. Unlimited number of labels.   LumiScan Annotation Framework: User Interface with Annotation Example After each saved annotation, the LumiScan Annotation Framework also writes the following information to a JSON file: • User name • Unix timestamp • Image name (PNG) • Save file name (CSV) The JSON file is saved in the raw directory under the name of the saved image. Sequential comments are appended so you can track who made a change and when. Prerequisites Windows 10 or higher Documentation LumiScan Annotation User Guide Support HD Vision Systems Customer Service +49 (0)6221 6721905 HD Vision Systems Customer Service 1) Related Links Website HD Vision Systems The Company  HD Vision Systems supports manufacturing companies in all aspects of Machine Vision. With its unique light field-based technology, their systems offer customers fast and easy access to automation: the light field makes it possible to reliably detect complex and shiny surfaces or fibre composites. The flexible systems consisting of sensor and software are also highly adaptable for small quantities. Each vision solution from HD Vision Systems is supplied together with a vision controller mounted on the edge. The system can then be used flexibly for various applications: In addition to generating high-precision RGB-D point clouds of detected objects and object recognition, they also provide accurate object localization and inspection. 1)  Note on data protection The email is sent directly to the partner company! This company is responsible for the processing of the data contained. Please read their data protection information before sending this email! Bosch Rexroth is not responsible for the use of the partner company's support. ... View more

LumiScan Calibration is an application that improves the accuracy of position and orientation information for objects found in the scene by scanning a mapping provided as a TIFF file. Simply said, LumiScan Calibration is used to transform the image coordinates into real-world coordinates. This enables the use of cameras in combination with robots for bin picking and object placement tasks. LumiScan Calibration is installed from the App Store and configured via a settings file. It runs on ctrlX OS devices like ctrlX CORE and the user interface is ctrlX Data Layer. The communication process in the application is based on the concept of a handshake, which allows greater flexibility in negotiating parameters that are acceptable to devices and systems at both ends of the communication channel. Features Setup and control via ctrlX Data Layer Converts a point on a 2D image to a 3D point on a calibrated plane The settings configuration can be edited with built-in website. ctrlX OS Homepage To use LumiScan Calibration, you must upload calibrated data as a TIFF file. Optionally, if you want to use your own settings, an application configuration upload is also possible. Both can be done with WebDAV. WinSCP login page Compatibilty ctrlX OS Version 2.6 Prerequisites Calibrated data files. 2D to 3D mapping as a TIFF file provided by HD Vision Systems. ctrlX OS Documentation LumiScan Calibration User Guide Support HD Vision Systems Customer Service +49 (0)6221 6721905 HD Vision Systems Customer Service 1) Related Links  Website HD Vision Systems The Company  HD Vision Systems supports manufacturing companies in all aspects of Machine Vision. With its unique light field-based technology, their systems offer customers fast and easy access to automation: the light field makes it possible to reliably detect complex and shiny surfaces or fibre composites. The flexible systems consisting of sensor and software are also highly adaptable for small quantities. Each vision solution from HD Vision Systems is supplied together with a vision controller mounted on the edge. The system can then be used flexibly for various applications: In addition to generating high-precision RGB-D point clouds of detected objects and object recognition, they also provide accurate object localization and inspection. 1)  Note on data protection The email is sent directly to the partner company! This company is responsible for the processing of the data contained. Please read their data protection information before sending this email! Bosch Rexroth is not responsible for the use of the partner company's support. ... View more

The LumiScan Camera Driver is a comprehensive image acquisition application. It runs a ctrlX OS device like ctrlX CORE and is configured and controlled by the ctrlX Data Layer. Accessible through any web browser, LumiScan Cam Driver provides easy access to raw data and allows you to quickly adjust basic settings such as exposure time or pixel format. The communication process in the application is based on the concept of a handshake, which allows greater flexibility in negotiating parameters that are acceptable to devices and systems at both ends of the communication channel. Features Supports Ethernet-enabled, GenICam standard compliant cameras. Setup and control via ctrlX Data Layer. The settings configuration can be edited with built-in website. ctrlX OS Homepage There is also a WebDAV configuration upload option if the user wants to upload their own settings. WinSCP login page   Compatibilty ctrlX OS Version 2.6 Prerequisites Ethernet-enabled, GenICam compliant camera ctrlX OS Documentation LumiScan Cam Driver User Guide Support HD Vision Systems Customer Service +49 (0)6221 6721905 HD Vision Systems Customer Service 1) Related Links  Website HD Vision Systems The Company  HD Vision Systems supports manufacturing companies in all aspects of Machine Vision. With its unique light field-based technology, their systems offer customers fast and easy access to automation: the light field makes it possible to reliably detect complex and shiny surfaces or fibre composites. The flexible systems consisting of sensor and software are also highly adaptable for small quantities. Each vision solution from HD Vision Systems is supplied together with a vision controller mounted on the edge. The system can then be used flexibly for various applications: In addition to generating high-precision RGB-D point clouds of detected objects and object recognition, they also provide accurate object localization and inspection. 1)  Note on data protection The email is sent directly to the partner company! This company is responsible for the processing of the data contained. Please read their data protection information before sending this email! Bosch Rexroth is not responsible for the use of the partner company's support. ... View more

LumiScan AI Object Matching is an application that uses neural networks to find objects in images. It returns the position and orientation of an object in pixel coordinates. That enables the detection of unknown objects or specific shapes of components on the production line. It can also be used to detect product defects such as scratches. The application runs on ctrlX OS devices like ctrlX CORE and its interface is ctrlX Data Layer. It is installed via the ctrlX OS Store and configured via a settings file. Features Setup and control via ctrlX Data Layer. Suppors monochrome 8-bit and 16-bit images. The settings configuration can be edited with built-in website. ctrlX OS Homepage To use the LumiScan AI Object Matching application, you must upload a neural network model. Optionally, if you want to use your own settings, an application configuration upload is also possible. Both can be done with WebDAV. WinSCP login page  Compatibilty ctrlX OS Version 2.6 Prerequisites Neural Network Models provided by LumiScan Training Framework software. ctrlX OS Documentation LumiScan AI Object Matching User Guide Support HD Vision Systems Customer Service +49 (0)6221 6721905 HD Vision Systems Customer Service 1) Related Links  Website HD Vision Systems The Company  HD Vision Systems supports manufacturing companies in all aspects of Machine Vision. With its unique light field-based technology, their systems offer customers fast and easy access to automation: the light field makes it possible to reliably detect complex and shiny surfaces or fibre composites. The flexible systems consisting of sensor and software are also highly adaptable for small quantities. Each vision solution from HD Vision Systems is supplied together with a vision controller mounted on the edge. The system can then be used flexibly for various applications: In addition to generating high-precision RGB-D point clouds of detected objects and object recognition, they also provide accurate object localization and inspection. 1)  Note on data protection The email is sent directly to the partner company! This company is responsible for the processing of the data contained. Please read their data protection information before sending this email! Bosch Rexroth is not responsible for the use of the partner company's support. ... View more