A user-friendly environment to run deep learning models in ImageJ DeepImageJ is a user-friendly plugin that enables the use of a variety of pre-trained neural networks in ImageJ and Fiji. The plugin bridges the gap between developers of deep-learning models and end-users in life-science applications. It favors the sharing of trained models across research groups and could have a broad impact in a