This app quantifies chick vascular structures within microscopy images using a computer vision and deep learning approach. The application is based on tkinter UI and utilises Keras/Tensorflow for the nerual network architecture. Furthemore the ability to connect a microscopy camera has been added to quantify the chick vascular structure real-time.
An overview of the workflow is given by the figure underneath:
python main.py
This app can be used to generate the following results based on microscopy images of atleast 256 pixels.