Custom models

In theory, the Nx AI Manager can run any vision model. While it offers seamless support for image classification and object detection, it is also capable of running other model categories, such as:

• Image/instance segmentation

• Keypoint detection

• Vision-language models (VLMs)

• Custom model developed from scratch using PyTorch or Tensorflow

For these advanced model types, however, external pre-processing and post-processing are required to:

• Prepare and format the model inputs

• Interpret and process the model’s raw outputs

If you’re experiencing difficulties running a custom model during integration, please contact the support team for assistance.