Skip to content
/ 523DeepBacImprovementProject Public
forked from Ipboyd/523DeepBacImprovementProject

This project is for our EC 523 Deep Learning class. The goal is to improve upon the StarDist2D network in regard to its ability to segment cells in brightfield and flouresence images

0 stars 1 fork Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

mohish01/523DeepBacImprovementProject

BranchesTags
 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

44 Commits
Archive
Archive
 
 
CNN Class
CNN Class
 
 
Data
Data
 
 
Transformer Class
Transformer Class
 
 
README.md
README.md
 
 
StarDist2D_Current.ipynb
StarDist2D_Current.ipynb
 
 

Repository files navigation

ChangeLog:

-10/10/2024 - Uploaded StarDist Demo (cited in propsal) --> Using this as intial anlysis and a place to start imroving classification preformance (IB)

-11/19/2024 - Added Transformer framework Class (Omar)

-11/20/2024 - Added Generalist StarDist2D model after re-analyizing it performance on DeepBac's reported results. Added Data used in generalist model under "Data" (IB)

About

This project is for our EC 523 Deep Learning class. The goal is to improve upon the StarDist2D network in regard to its ability to segment cells in brightfield and flouresence images

Resources

Readme
Activity

Stars

0 stars

Watchers

0 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 100.0%