Inference Console

Explore model and hardware combinations with the AI Hub Inference Console.

Go to the Hardware Explorer, click any tile, and you'll see the Inference Console.

Use our pre-defined models and example images so you can see hardware and models in action.

Inference Console using an object detection model on an example image with two birds.

Using the Inference Console

All you need to do is select a model type, select an input image, and click Run Inference.

1

Select a model type in the carousel

When you open the Inference Console, you'll see a carousel featuring model types like object detection, instance segmentation, pose detection, and more. These are for use-cases like:

General:

• Object detection: Obtain bounding boxes with confidence levels.

• Instance Segmentation: Split an image into objects.

Specialized:

• Fire & Smoke Detection: Detect fire and smoke.

• PPE Detection: Detect personal protective equipment.

2

Select an input file

The image on the left is the input image that will be provided to the model. Use the arrows select one of our sample images, or click Input File to upload your own.

3

Run the inference

Click Run Inference to run the inference using the model type on your input file. It should at most a couple seconds for the inference to run.

4

View Results

When the inference is complete, you'll see the image overlayed with inference results on the right. Click Json Result to see the inference results in JSON format, and click Image Result to see the image again.