================================ Macrobot image analysis pipeline ================================ Overview ======== Image analysis pipeline consists of 4 major steps: 1.) Creating a true 3-channel RGB image from the blue, green and red channel image .. image:: images/plate_ex.png 2.) Frame segmentation .. image:: images/frame.png 3.) Leaf segmentation .. image:: images/leaf.png 4.) Pathogen prediction (white is pathogen, black background) .. image:: images/predict.png Analysis time ============= Analysis time is approximately 5 seconds per plate (Intel(R) Core(TM) i7-9700 CPU @ 3.00GHz; 32 GB RAM; Windows 10 x64).