Object detection


Display with object detection HMI.

Object detection

CREATE OBJECT DETECTION BASED ASSISTANCE IN YOUR APPLICATION

Using the object detection module, developers can more easily integrate advanced object detection features. For example, this feature can increase the safety awareness for a machine operator by highlighting obstacles or hazards in the video stream.

The module includes prebuilt object detection demos and examples for how to implement a solution, as well as the runtime and SDK needed to start development and deploy your own application on a CCpilot display.

The object detection module is supported by all our iMX8 based displays, CCpilot V700, V1000 and V1200 equipped with the Google Coral Edge TPU™ accelerator. The best performance is achieved by using the integrated Mini PCIe version.

On the V700 the external USB version of the accelerator can be used. This is recommended mainly for test and evaluation purposes.

The Google Coral accelerator uses the Tensorflow Lite library as its AI 

engine and the trained model must be in the tflite format. The module contains an example showing how a model is used with the accelerator and how to handle the result and present it to the user. Several types of detections are supported, for example object detection, pose detection and image classification. By using the accelerator for the AI inference, there is plenty of processing power available for the rest of the user experience and other applications.


Supported products:

  • CCpilot V700 – with attached USB AI accelerator
  • CCpilot V1000 – with built-in mPCIe AI accelerator
  • CCpilot V1200 – with built-in mPCIe AI accelerator

Download area

Downloads

Development environment downloads

Device downloads

AI-POWERED OBJECT DETECTION APPLICATION

Our new display computers, CCpilot V1000 and V1200, have inherent AI support. AI and ML technology enables fast data processing. In the industrial space, AI/ML can be deployed in a wide spectrum of applications, like automation, diagnostics, speech recognition and object detection.

iMX8 based display computers 7”, 10” & 12”

The displays in this new product line offer exceptional graphical performance, short boot-time and support a broad facet of functionality, including instrumentation, process control and automation, guidance, advanced video functionality and more.

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Field Application EngineeringOur Field Application Engineers are specialists in the capabilities of our products. They support customers with advice and examples on solutions and how to implement functionality in the most efficient way for different use cases and applications, based on our software platform.

Application developmentOur application development services are provided by our experienced team with a broad range of experience of display and on-board computing solutions, including instrumentation, process control, guidance, video, telematics and more.

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on-board computing solutions. From the platform we derive both
COTS and custom OEM products.