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akhil-rana / [GSoC 2020] [caMicroscope] Pathology Algorithm Development Workbench - Final Report.md
Last active April 5, 2021 16:37
[GSoC 2020] [caMicroscope] Pathology Algorithm Development Workbench - Final Report

Google Summer of Code 2020 - Work Product Submission

Student: Akhil Rana (@akhil-rana)
Organisation: caMicroscope
Project: Pathology Algorithm Development Workbench
Mentors: Ryan Birmingham, Nan Li and Pradeeban Kathiravelu

Overview

Made an interactive UI that lets users to create and train their own machine learning models (CNN) that can be used in caMicroscope's prediction tool.
The model is trained either on the web browser or a web-server (node) using TensorflowJS.
The project has been implemented at 3 places: