Ritvik

https://ritvikvasan.github.io/

Chan Zuckerberg Initiative Seattle Scientist

Results 6 issues of


                                            Ritvik

New results: Analyze latent space of the segmentation models for the variance, and mito datasets

Documentation: Args file and its contents

Notebook example: Pass a single image through a trained model (ref and structure), get latent vector, generate structure

Notebook example: Generate multiple structures from a trained model into a single cell shape

Extra: Fancy visualization, for both raw GFP and segmentation predictions

Notebook example: Explore latent space of a trained model

Extra: Implement multiple analysis using the latent vectors - for example, compare to cell features

Notebook example: Train a 2D, 3D model on any dataset from scratch