DLtrain: Mentioned above problems and associated tool sets have their own difficulties at many levels. During the presentation the same will be discussed. DLtrain is designed to remove most of the issues and provides a good solution for Train, Test and Deploy given NN and CNN models. Deployment can be on the IoT edge as well. Same will be discussed during the presentation.