I will check with our ML team. They are adding new models to the Model Zoo with every version.
I would recommend the following.
- Make sure you go through the tutorials in the Hailo AI Software Suite docker. Call:
hailo tutorial - Check out the ALLS files in the Hailo Model Zoo to see how we optimize the models in the Model Zoo.
GitHub - Hailo Model Zoo - ALLS
Some models need to be optimized with higher optimization levels others may need to use some 16-bit layers. There is no one size fits all solution and some experimentation may be needed for unknown models. - Use the Layer Analysis tool to identify the problematic layers in your model.
We would love to provide more tutorials. However there are many other features we want to add to our software offering as well.
There are some post in the forum that are also helpful like this one for the parsing YOLO models. So, try the search function.
Parsing yolo models with the hailo dataflow compiler
I will also discuss this with my colleagues and see what we can do.