confocal_z-stack_analysis
Imaging experiments in Biology often involve the acquisition of confocal z-stack images to quantify fluorescent signal in a biological sample. These z-stacks are usually analyzed using open-source programs such as FIJI, which are notoriously frustrating to work with, and do not facility intuitive high-throughput analysis of many images at once. Manual image analysis is labor-intensive, time-consuming, and prone to human error. I compiled two notebooks to streamline two of the most commonly performed tasks in the analysis of confocal z-stack images: the generation of "pretty" maximum projections, and the analysis of pixel values/ fluorescence from sum projections.
aradeepopsis
A versatile, fully open-source pipeline to extract phenotypic measurements from plant images