This project is dedicated to creation of the synthetic data and training NN on it.
Jupyter Notebook with results is here. The dataset itself is located on Yandex Disk:
exxyyf/synthetic_data_furniture
Creation of the synthetic dataset using Unity Percetion
Jupyter Notebook