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Image analysis of culture growth on petris dishes

Take an image of a petris dish with cultures and detect the culture circle. Based on that calculate the area and the growth differences on daily basis.

Setup virtual environment

Install virtual environment

pip install virtualenv

Install required packages

pip install -r requirements.txt

Detect circles in pictures with VIA

VIA: VGG Image Annotator (VIA) can be downloaded from here.

Rename all pictures and put it into the same folder. Do this by running

python src/renaming.py

Then use VIA to circle all the colonies. An example of this looks like the picture below. example

After all (!) pictures have been annotated, run dataWrangler.py to format the annotation.csv into a nice data frame for further use. needs an update

python src/dataWrangler.py

Draw nice plots with bokeh

Run the notebook, which will create super nice interactive bokeh plots! See the data/growth_media.html as an example.

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