Description

Microorganism Image Recognition based on Deep Learning Application-Deep Learning projects-Matlab

In this project,microorganism image recognition is done with deep learning.The application of Machine Learning for microorganism, especially bacteria and yeast, recognition becomes attractive.Therefore, the recognition of microorganism based on Deep Learning increases the efficiency and accuracy of diagnostic process of infected patient.The deep learning method to recognize bacteria and yeast with the comparison of cell image data-quality between our standard-resolution dataset and high-resolution dataset.The experimental results have shown that bacteria and yeast cell images from microscope are able to be recognized. From the experimental results compare the deep learning methodology of different quality image dataset. Training the image with deep learning algorithm to get the label and recognizer model and finally based on the trained model the microorganism image are recognized.