Model creation tutorial

Detection

For one of models in our zoo - specifically for cars detection on aerial images - a complete tutorial is provided in a jupyter notebook:

./tutorials/detection/cars_yolov7/car_detection__prepare_and_train.ipynb

The notebook covers:

• downloading yolov7 repository

• downloading the training dataset

• preparing training data and labels in yolov7 format

• running th training and testing

• conversion to ONNX model

• adding default parameters for Deepness plugin

Example model inference can be found in the Examples section.