  We present JDLL, an agile Java library that offers a comprehensive
toolset/API to unify the development of high-end applications of DL for
bioimage analysis and to streamline their installation and maintenance. JDLL
provides all the functions required to consume DL models seamlessly, without
being burdened by the configuration of the Python-based DL frameworks, within
Java bioimage informatics platforms. Moreover, it allows the deployment of
pre-trained models in the Bioimage Model Zoo (BMZ) by shipping the logic to
connect to the BMZ website, download and run a selected model inference.
