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