Fig. 10

CNN-based phase state determination. a Typical vesicle images used to train the neural network. These are virtually simulated vesicle images. Class 1 represents vesicles that are uniform or homogeneous. Class 2 vesicle that are phase domain separated. b, c Example results of deep learning-based state analysis. Class 1—cyan, Class 2—magenta. The images are 127.3 μm in width and height