Active Learning for Cell Imaging

Experimenting with active learning on a cell-imaging dataset for more efficient labeling.

Now published on Towardsdatascience.com!

https://medium.com/@nimrodberman_46678/active-learning-for-cell-imaging-99fc7dcdbc82

Data

A white blood cell surrouneded by 16 red blood cells. Source: BloodImage_00023.jpg

Experimental results

Average precision score for Dummy vs Active Learning