ImageResolutionEnhancement

Deep Learning in Medical Imaging (DLMI) final project. Train a CNN/GAN model to upscale ultrasound images of liver cancer.

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
Noisy Images		Noisy Images
Photos		Photos
Processed Images		Processed Images
.DS_Store		.DS_Store
.gitignore		.gitignore
README.md		README.md
add_noise.ipynb		add_noise.ipynb
ai_training.ipynb		ai_training.ipynb
ai_training.py		ai_training.py
attention_unet_training.py		attention_unet_training.py
image_enhancement.ipynb		image_enhancement.ipynb
image_paths.csv		image_paths.csv
image_preprocessing.ipynb		image_preprocessing.ipynb
plot_loss.py		plot_loss.py
preprocessing.py		preprocessing.py
testing_models.ipynb		testing_models.ipynb

Provide feedback