GAN-Based Brain MRI Generation
Budget: $10 – $20 USD
I need a GAN models to generate Brain MRI images. These images will be used for training machine learning models.
Requirements:
- Use an existing MRI dataset for training
- High-resolution images are preferred, but I can provide guidance based on your expertise
Ideal Skills and Experience:
- Strong background in Generative Adversarial Networks (GANs)
- Experience with medical imaging, particularly MRI
- Proficiency in using existing datasets for model training
- Ability to produce high-quality, realistic synthetic images
Herein the code in kaggle that has datasets and can biuld code with it
https://www.kaggle.com/code/abdussalamelhanashy/generating-brain-mri-images-with-dc-gan-7fc3d8/edit
we need to include evluation matrics for assesment such as
- Using multiple GAN architectures such as (WGAN-GP, DCGAN, StyleGAN, Conditional GAN
- Comparative performance plots for quantitative metrics and generated image samples.
Requirements:
- Use an existing MRI dataset for training
- High-resolution images are preferred, but I can provide guidance based on your expertise
Ideal Skills and Experience:
- Strong background in Generative Adversarial Networks (GANs)
- Experience with medical imaging, particularly MRI
- Proficiency in using existing datasets for model training
- Ability to produce high-quality, realistic synthetic images
Herein the code in kaggle that has datasets and can biuld code with it
https://www.kaggle.com/code/abdussalamelhanashy/generating-brain-mri-images-with-dc-gan-7fc3d8/edit
we need to include evluation matrics for assesment such as
- Using multiple GAN architectures such as (WGAN-GP, DCGAN, StyleGAN, Conditional GAN
- Comparative performance plots for quantitative metrics and generated image samples.