# Release Notes

As of VisionPro Deep Learning 3.2, Cognex brings a couple of brand new features that steer your machine vision journey to the new round of excellence. For the updates made in API, see API.

## AI labeling tool

In the AI labeling tool, you can use two key tools: AI Click Tool and AI Box Tool. These tools simplify labeling by automatically recognizing and labeling regions, eliminating the requirement for manual drawing. You can find more details in the "Create Label" section of the Red Analyze.

## Red Analyze processing speed

The processing speed of the Red Analyze has been enhanced, particularly in Red Analyze High Detail.

## Faster image addition

When adding images, we have reduced the time it takes, resulting in faster handling when adding a large number of images.

## Minor Improvements

- GPU Clock Stabilizer
  The feature to maintain a stable GPU clock in a deployment environment can be helpful in multi-GPU scenarios or in situations where clock instability leads to reduced processing speed or spikes. For more details, please refer to the API Change Log or API documentation.

Note:

- The VisionPro, Designer and VisionPro Deep Learning software require that a valid Cognex Security Dongle be installed directly to PCs running the software during all phases of operation (programming, processing, training, testing, etc.). Any attempts to temporarily remove, substitute, or share a Cognex Security Dongle may cause your system to operate incorrectly, and may result in the loss of data.

  When VisionPro Deep Learning is configured for the Client/Server functionality, and a computer has been configured as a server, the Cognex Security Dongle must be attached to the server, but the client(s) does not need a Cognex Security Dongle.

- Sample code is included with the VisionPro Deep Learning 3.2 installer. The resources for the sample code (VisionPro Deep Learning 3.2 Sample Code Resource.msi), which include images and workspaces, are available for download from the Cognex Support Site.
- For more information about new API functionality in this release, see the Cognex VisionPro Deep Learning Suite .NET Library and Cognex VisionPro Deep Learning Suite C API help files.