From the course: Debiasing AI Using Amazon SageMaker
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Demo of Amazon SageMaker
From the course: Debiasing AI Using Amazon SageMaker
Demo of Amazon SageMaker
- [Instructor] Now let's take a look at my crime predicting model so that you can see it in action and then I'll walk you through step by step how to build it yourself later in the course. The first step is to observe the scene from the deep lens camera. Here is an image of my deep lens set up. I have my deep lens connected to a monitor, a keyboard, and a mouse, so that I can quickly see what the device is seeing, the scene it's capturing. So here, in this monitor, that is what the deep lens camera sees. However, this device can connect to Wi-Fi so that you can place it at any location without the need to connect it to a monitor, keyboard or mouse. Once the device is fully configured, you can pull up the scene in a web browser. AWS Deep Lens produces two output streams. What is shown here, is the unprocessed video stream, called the device stream. The video stream processed by the model is called the project stream. Images from the project stream are what get loaded to the S3 bucket…
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