Bio-AI Lab
Change the repository type filter
All
Repositories list
15 repositories
StokesVertexBeam-Archive
PublicImplements a deep learning framework for classifying 15 types of hybridly polarized Stokes vortex beams using diffraction-based Stokes polarimetry. It supports three experimental designs: simulation-only training, experimental 10-fold cross-validation, and mixed data training, achieving robust recognition even under experimental noise.Mito_Analysis_JOVE
Public- A Faster R-CNN approach for illumination estimation in Fourier ptychography by casting it as an object detection problem. It enhances superresolution, aberration correction, and quantitative phase imaging by providing highly robust illumination estimation.
Aux-Net-Archive
Public- For benchmarking convolutional neural networks on large images with multi-scale features. It includes experiments using Faster R-CNN to evaluate model performance under varying levels of noise and complexity, facilitating the development of new CNN methods for large scientific images.
MABNet-Archive
PublicAux-Drop-Archive
PublicVirtualStain_I2I-Archive
PublicIDL-Archive
PublicThis is a repository that contains practice module for the book 'Interpretability in Deep Learning'. This is recommended to AI practitioners and basically anyone who wants an overview of techniques to make their deep learning models more interpretable.Inpainting-Archive
PublicCODS-Archive
Publicphyseg
Public3DOSL
PublicArctic-LLM-Workshop-2023
PublicWelcome to the official GitHub repository for the Arctic Large Language Model (LLM) Workshop hosted by the Bio-AI Lab on the 27th and 28th of October, 2023. This repository serves as a comprehensive guide and resource center for all attendees and those interested in the world of LLMs.