I want to compile my own 3d cnn model to .hef

Hi, I’ve recently been working on developing my own 3D CNN model for video classification, and I’m now exploring how to deploy it on the Hailo-8 platform. However, I have several questions—specifically about how to feed input data into the Dataflow Compiler (DFC), and whether DFC supports custom architectures like mine, which aren’t based on well-known models like YOLO, ArcFace, or other popular Hailo-supported networks.

Welcome to the Hailo Community!

Yes, the DFC support converting your own model. The Hailo Dataflow Compiler User Guide contains a section with all supported layers.

The Hailo AI Software Suite Docker includes built in tutorials. Call the following command to start a Jupyter notebook server with notebooks for each step of the conversion process.

hailo tutorial