human-in-the-loop-machine-learning-tool-tornado
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Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types:...
TornadoAi
A zero coding human in the loop (HITL) collaborative data annotation plateform
What is TornadoAi
Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.
Live demo
In this demo https://www.youtube.com/watch?v=zBe6b_vxs_I the user collaborates with the computer to label a set of 1300 pump impeller images through 4 human in the loop machine learning iterations. The goal of labelling the images is the put in place a classifier to automatize the metal casting quality process within a manufactory.
Data flow
Technology stack
Usage
Build Tornado Docker image
$ docker-compose build
Launch Tornado image
$ docker-compose up
Tornado will then be available at http://localhost:3000
Details and how to use
All information are available at:https://www.linkedin.com/pulse/tornado-zero-coding-active-learning-ml-tool-walid-daboubi/
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