YOLOv11 Segmentation Support on Hailo-8

General
1

I am interested in using YOLOv11 for instance segmentation on this platform. Could you please clarify whether YOLOv11 segmentation models are supported on Hailo-8 or if there are any specific requirements for running YOLOv11 segmentation models?

I would appreciate any details regarding:

  • Compatibility with YOLOv11 segmentation models.
  • Model conversion tools or guidelines for using YOLOv11 segmentation.
2

Do you have any C++ code examples for running YOLOv11 segmentation models on the Hailo-8 device? Specifically, I am looking for examples/documentation
that demonstrate how to load, run inference, and parse the output of segmentation models.

3

Hi @jelena.trajkovic
yolo11 models are indeed supported. The compilation process should be similar to yolov8 models. We published a guide to bring in your own model: User Guide 4: Simplifying Instance Segmentation on a Hailo Device Using DeGirum PySDK

4

PySDK is a Python library, and while there is a C++ repository available, it is generally limited to non-commercial development without payment. However, I would prefer to use only the Hailo API with C++, without any additional dependencies.

I have been searching for documentation on how to parse the output from a YOLOv8+ segmentation network, but I may have missed something.

Thank you in advance for your help!

5

@jelena.trajkovic
This is what I found in another thread: Yolo_v8 Instance Segmentation C++ vanilla sample - General - Hailo Community. Maybe it can be of help to you.

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