degirum/dg_yolo_compiler repository overview

⁠About This Repo

Detailed documentation is provided here⁠

This is the official Docker compiler image for compiling YOLOv5 and YOLOv8 checkpoints, as well as any other model architectures starting from .onnx or .tflite files, into models supported by DeGirum's N2X-ORCA1, OPENVINO-CPU, OPENVINO-QUANT, TFLITE-CPU, TFLITE-QUANT, TFLITE-EDGETPU frameworks. Once the Docker container is initiated, the DeGirum YOLO Compiler tool accepts the client connections on port 8501.

Create a zoo folder and run the compiler with the following command:

docker run --rm --privileged -p 8501:8501 --mount type=bind,source=<zoo_folder_path>,target=/output_files degirum/dg_yolo_compiler:latest

dg_yolo_compiler provides precompiled models in the provided zoo folder, enabling local inference or integration with the DeGirum's cloud portal.