Deep Learning Web Edition one-click Training System

Motivation

Due to the work needs, the model is often required for daily training updates, the basic pipeline include: Dump new data processing data Training Network model processing model test model release

These jobs are basically a step-by-step process, with data and network structures not being changed every day. So I'm going to be a fool. Version of the training system, directly to the engineers to use, so that a person can complete the entire pipeline, thereby greatly reducing the manpower to become, and reduce the problem caused by misoperation. features

This web-based training system should include the following features: Data management functions (uploading, selecting training sets and test sets) one-click Training and testing (real-time display of progress, visualization of test results) one-click Release (optional function) stranded

But it has been too busy, and the training code has often changed as a reason, has not started to do this thing. Inspire

Until today to see paper, inadvertently found a NB work--CLOUDCV, which contains and I want similar functions, and the paper on the structure of the system and the use of tools in a more detailed description. Again inspired me to do a Web Edition one-click Training System Impulse, ready to gradually learn the tools mentioned in the paper.