Over the last few months, we noticed a number of developers reaching out for help compiling YOLO models for Hailo. We provided one-off support, but it wasn’t scalable. So, we built something better.
It’s called the DeGirum Cloud Compiler, and it’s now in early access. It is a browser-based tool that lets you compile YOLO models for Hailo in just a few clicks. No setup, no toolchains, no guesswork. Just upload your PyTorch checkpoint and get back a Hailo-optimized format (.hef), often in under 10 minutes.
Note: You’ll need a free DeGirum AI Hub account to use it and test your models in the browser.
What it supports
- YOLOv8 and YOLO11
- All model sizes: n, s, m, l, x
- Tasks like:
- Object detection
- Classification
- Semantic segmentation
- Oriented bounding box detection
- Keypoint estimation
- Different input resolution during compilation
- Optimized C++ postprocessing integrated via DeGirum PySDK
- Instant testing in the browser, no download or setup needed
- Fast compiles (usually under 10 mins)
Who this is for:
This might be for you if you’re working with YOLO models and want to:
- Skip the toolchain wrangling
- Go straight from PyTorch checkpoint to Hailo HEF file
- Try out different model sizes and resolutions in minutes
- See if your model works before deploying, right in the browser
Why early access?
The tool is new, and we want your feedback. If something is confusing or broken, we want to hear about it. If something works well, we want to build on it.
Note: The early access period is free of charge, but may conclude at any time. After this period, access to the Cloud Compiler may transition to a paid subscription model. Participants will be notified in advance of any changes to access terms.
How to get access
Fill out this short form: Request Access to Cloud Compiler
We’re letting users in gradually, so keep an eye on your inbox.