intel-oneAPI

Team Name - Codex

Problem Statement - Measuring foetal biometrics using prenatal ultrasound image segmentation

Team Leader Email - [email protected]

A Brief of the Prototype:

The proposed project aims to develop an automated system using deep learning techniques to accurately identify and measure the size of fetal heads in ultrasound images. This will facilitate efficient diagnosis and monitoring of fetal health by determining gestational age, identifying abnormalities, and monitoring fetal growth and development.

Tech Stack:

• SYCL/DPC++

• oneMKL

• oneDNN

• Python

• C++

• U-Net

• OpenCV

• MinIO

• TensorFlow

• Keras

• ResNet

• CNN

• DCNN

Step-by-Step Code Execution Instructions:

This Section must contain set of instructions required to clone and run the prototype, so that it can be tested and deeply analysed

What I Learned:

Write about the biggest learning you had while developing the prototype