/camicroscope-gsoc-challenge

This repository contains implementation of second idea challenge by camicroscope for GSOC

Primary LanguageJavaScript

camicroscope-gsoc-challenge

This repository contains implementation of second idea challenge by camicroscope for GSOC.

About Challenge

Implement a web based GUI interface that allow user to select a layer for training of deep learning models.

Technological Stack

  • HTML
  • CSS
  • Javascript
  • Tensorflow js

Requirements

Nothing. The repository is self-contained. User just have to run index.html file.

Access the page from here .

Note:-

  • The data taken for training is for demonstration purposes and is hard-coded tensorflow tensors. It can be changed by going to the functions addData1() and addData2() for regression and classification respectively in the file main.js in javascript folder.
  • Since the data is fixed the input dimension for regression data is 1 and it has 9 sample data point to show that the program is working well.
  • Similarly, the input dimension for classification data is 2 it has 10 sample data point and 2 classes to show that program is working well.
  • The implementation currently doesn't have any feature for providing testing data which can be added later.

Refernces:-