Adapative Learning Analysis for Images (ALAI) - Reduced user's active analysis time, per image, by a factor of ~75, drastically reducing labor costs - Data fitted dynamically and automatically using a custom iterative categorization and regression technique - Weighting and bias-of-fit calculated according to uncertainties from measurements stored in file meta-data - Classification of 'fitting zones' (linear v. exponential) by $Adjusted-R^2$ comparison between multiple fitting attempts - Ultimate calculation was of fractal dimension, saturation roughness, and correlation length for ultra-fine images - Written using MATLAB, an ideal tool for linear algebra and statistics over large matrices