Yolo v3 Inference in Scala

Example project to load ONNX Yolov3 model and infer some boxes in Scala.

Get ONNX model for Yolov3

1. Clone this repository https://github.com/novakov-alexey/yolo-keras

2. Go into the repository root folder

3. Create environment via make command (Makefile is provided):

make install

4. Download weights from here: https://pjreddie.com/media/files/yolov3.weights and put them into yolo-keras/models directory

5. Run this script to create Keras model:

python create_model.py

6. Run the following command to create ONNX model:

make save-2-onnx

7. Copy ONNX model file to the yolo-scala/models directory of the yolo-scala repository