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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.\u003c/p\u003e\r\n\r\n\u003ch2\u003eLive demo\u003c/h2\u003e\r\n\u003cp\u003eIn 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. \r\nThe goal of labelling the images is the put in place a classifier to automatize the metal casting quality process within a manufactory.\u003c/p\u003e\r\n\r\n\u003cdiv align=\"center\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/slrbl/human-in-the-loop-machine-learning-tool-tornado/master/docs/demo_metal_casting.png\" width=\"100%\"/\u003e\u003c/div\u003e\r\n  \r\n\r\n\u003ch2\u003eData flow\u003c/h2\u003e\r\n\u003cdiv align=\"center\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/slrbl/human-in-the-loop-machine-learning-tool-tornado/master/docs/data_flow.png\" width=\"90%\"/\u003e\u003c/div\u003e\r\n\r\n\u003ch2\u003eTechnology stack\u003c/h2\u003e\r\n\u003cdiv align=\"center\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/slrbl/human-in-the-loop-machine-learning-tool-tornado/master/docs/technology_stack.png\" width=\"90%\"/\u003e\u003c/div\u003e\r\n\r\n\r\n\u003ch2\u003eUsage\u003c/h2\u003e\r\n\r\n\r\n\u003ch3\u003eBuild Tornado Docker image\u003c/h3\u003e\r\n\u003ccode\u003e$ docker-compose build\u003c/code\u003e\r\n\r\n\u003ch3\u003eLaunch Tornado image\u003c/h3\u003e\r\n\u003ccode\u003e$ docker-compose up\u003c/code\u003e\r\n\u003cbr\u003e\r\n\u003cp\u003eTornado will then be available at http://localhost:3000\u003c/p\u003e\r\n\r\n\u003ch2\u003eDetails and how to use\u003c/h2\u003e\r\nAll information are available at:\r\n\u003cbr\u003e\r\nhttps://www.linkedin.com/pulse/tornado-zero-coding-active-learning-ml-tool-walid-daboubi/\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fslrbl%2Fhuman-in-the-loop-machine-learning-tool-tornado","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fslrbl%2Fhuman-in-the-loop-machine-learning-tool-tornado","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fslrbl%2Fhuman-in-the-loop-machine-learning-tool-tornado/lists"}