Repository for paper "FetalNet: Multi-Task Deep Learning Framework for Fetal Ultrasound Biometric Measurements" accepted at 28th International Conference on Neural Information Processing (ICONIP), Bali, Indonesia, 8-12 December 2021.
You can find multi-task neural network model for 2D+t spatio-temporal video analysis under models/FetalNet.py file.
Pre-training weights for FetalNet model: Google Drive
Last update 21.10.2021
If you are using our codes or weights, please cite our research work:
@inproceedings{plotka2021fetalnet,
title={FetalNet: Multi-task deep learning framework for fetal ultrasound biometric measurements},
author={P{\l}otka, Szymon and W{\l}odarczyk, Tomasz and Klasa, Adam and Lipa, Micha{\l} and Sitek, Arkadiusz and Trzci{\'n}ski, Tomasz},
booktitle={International Conference on Neural Information Processing},
pages={257--265},
year={2021},
organization={Springer}
}