FiberFit is a portable Python application that analyzes fiber orientation in 2D images to quantify fiber distribution in tissues. It uses computer vision and libraries like NumPy and SciPy to process multiple images and export results as PDFs and CSVs. With a graphical user interface, it provides live progress updates and runs cross-platform on Windows and Mac OS X without additional software.