JP2Forge is a specialized Python library for high-quality JPEG2000 image conversion with BnF (Bibliothèque nationale de France) compliance. It provides sophisticated compression capabilities including lossless, lossy, and supervised modes with intelligent quality assessment through PSNR and SSIM metrics.