📚 Module Reference
Browse our complete library of 6 documentation modules. Each module is a reusable piece of documentation that can be combined into procedures and custom guides.
Showing 6 modules
Compile the YOLOv11n Model to a Hailo HEF
Use the Hailo Model Zoo compiler to convert your fine‑tuned ONNX model into a Hailo Executable File (.hef) for deployment on the Raspberry Pi AI Kit.
Create Hailo YOLO Configuration Files
Define the Hailo compiler configuration, post‑processing script and NMS settings required to compile your YOLOv11n model.
Deploy the Compiled HEF to the Raspberry Pi
Copy the compiled Hailo Executable File (.hef) to your Raspberry Pi and verify it on the Hailo‑8 accelerator.
Hailo Environment and Compilation Troubleshooting
Resolve common issues when installing the Hailo SDK and compiling models.
Prepare Calibration Images for Hailo
Copy a set of unlabeled images to your Hailo development machine for use during quantization calibration.
Set Up the Hailo Development Environment
Install dependencies and the Hailo toolchain in a clean Python environment on an Ubuntu x86_64 machine.