DeepDetect is an Open Source server and REST API to bring full Deep Learning into production with application to images, text, time-series and raw data alike. It has built-in support for Deep Learning libraries Caffe, Pytorch, Tensorflow, NCNN, Dlib, TensorRT and XGBoost. It comes ready to use and with a range of pre-trained state of the art deep neural network models for images (classification, fashion, ...) and text (sentiment, ...).