AI Vision Solution Kit with AWS Cloud Connection

The Kit enables developers to prototype IoT vision applications and facilitates the deployment and (re)-training process of ML-models. The embedded hardware consists of a Basler dart BCON for MIPI camera with a resolution of 13 MP and an NVIDIA's Jetson Nano Developer Board.

Documentation

The AI Vision Solution Kit enables developers to prototype IoT vision applications and facilitates the deployment and (re)-training process of ML-models, saving time for users setting up an integrated embedded vision system for optimal performance.

Users have access to pre-trained ML models that are available in the cloud and can be deployed on the kit using container technology. Furthermore, users can make use of (re)-training functionalities. Since the quality of the ML inference depends, not only on the training, but also on the processing unit and input data from the camera, Basler ensures that the pre-trained models are optimized for the target hardware of the kit. Once the model is optimized, customers can download the compiled model and deploy it on the target hardware, the NVIDIA Jetson Nano. The ML model deployment process is based on Amazon SageMaker and SageMaker Neo. While the inference is done on the edge device, resulting meta data is sent to the AWS cloud, using AWS IoT Core.

The kit's embedded hardware consists of the robust and industry-proven Basler dart BCON for MIPI camera with a resolution of 13 MP. The processing board is based on NVIDIA's Jetson Nano, optimized for AI applications due to its strong GPU.

The kit is available and can be ordered here: https://www.baslerweb.com/en/embedded-vision/embedded-vision-portfolio/ai-vision-solution-kit/.

Please find our step-by-step documentation for the key functionalities in the following:

Starter Documentation

How to create, train and deploy a Machine Learning Model?

How to optimize a Machine Learning Model?

FAQ

Files
Title Description Format
Fact Sheet AI Vision Solution Kit pdf
Basler End User License Agreement pdf
Basler AI Vision Solution Kit Package Ubuntu for arm64 package to install the AI Solution Kit (version 1.4) deb
Basler AI Vision Solution Kit Image File System Image for the Jetson Nano hardware (build number 20200908) xz
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Hardware Licence: Project has no hardware

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