python-beginner-projects icon indicating copy to clipboard operation
python-beginner-projects copied to clipboard

image segmentation for cardiac detection using MRI Image

Open harshkasat opened this issue 1 year ago • 2 comments

Is your feature request related to a problem? Please describe.

  • Yes, the feature request addresses the problem of automating cardiac detection and diagnosis from MRI images, improving efficiency and accuracy in healthcare.

Describe the solution you'd like

  • Develop a user-friendly deep learning-based tool for automated MRI cardiac segmentation, enhancing diagnosis accuracy and healthcare efficiency. Utilizing ResNet-50 for image segmentation in my project.

Describe alternatives you've considered

  • I have considered alternative deep learning models, such as U-Net and Mask R-CNN, for image segmentation in my project.

Additional context

  • The ResNet-50 model balances computational efficiency and accuracy in image segmentation tasks, which is particularly relevant to my project's requirements.

harshkasat avatar Oct 14 '23 19:10 harshkasat

@Mrinank-Bhowmick can please assign me

harshkasat avatar Oct 19 '23 08:10 harshkasat

I have already started working on it with Streamlit. So, can you please assign me?

harshkasat avatar Oct 19 '23 08:10 harshkasat