The official repository accompanying the paper "Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations".
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Updated
Jul 5, 2024 - Jupyter Notebook
The official repository accompanying the paper "Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations".
MIST: A simple, scalable, and end-to-end framework for 3D medical imaging segmentation.
Cerebral Tumor Analysis and Segmentation Web Application
Task: Neural Style Transfer. The implemented solution uses a CycleGan architecture.
A Satellite Semantic Segmentation Project using Unet and Attention Unet with Pytorch,
Project based on Neural Style Transfer, implemented using a CycleGan architecture
Diffusion models from scratch and experiments
Performance of various image segmentation models.
Wound segmentation
a dual Attention U2Net and lightweighting model
Advanced tumor segmentation using Attention U-Net on MIP-PET images for DM i AI 2023.
Deep neural networks in structural health monitoring
"Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray" by Debojyoti Pal, Pailla Balakrishna Reddy, and Sudipta Roy.
Tackling the challenges of off-road environment navigation through Attention Guided Off-Road Semantic Segmentation.
Projects based on self learning purpose.
Several deep learning methods has applied for example datasets
Deep Learning with CNNs course project
Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
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