Google Summer of Code 2020: Project Plan

Student	Project	Project Link	Organization	Mentors
Yash Khare	Computer Vision Based PPI Tool	https://github.com/openMF/ppi-vision	The Mifos Initiative	Nayan Ambali

Objective	Improving the Vision PPI tool
Start Date	01 Jun 2020
Due date	31 Aug 2020
Key outcomes	Improved augmentation techniques, greater accuracy of models, enhancing the android application of the project
Status	STARTED

Main Goals of GSoC’20

During GSoC’20, the project aims to do the following:

Increase the accuracy of the models for object detection
Train more models using the Google Cloud Vision platform to recognize more objects
Improve the current augmentation procedure to include more techniques and hence build a better dataset
Integrate the AutoML API with the android client
Implement auto-filling of the survey based on the results received from the AutoML API when it detects objects in the images uploaded
Enhance the UI/UX of the android client

Vision PPI

Feature 1

Feature 2

Feature 3

Feature 4

Community Bonding

Coding Phase

Final Submissions

Work on getting the android client working

Review all existing prs

Send prs for getting the app work

Enhancing the augmentation scripts and techniques

Start collecting, pre-processing data

Continue expanding the dataset, training models and improving accuracy

Do work needed for integrating the AutoML API

Test models via the app

Enhance the UI/UX of the android app

Add new features to the app

Documentation

Submit for final evaluations

Understand how the AutoML backend works for classifying images

Add functionality for auto-filling the survey

Milestone	Duration	Status
Community Bonding	04 May 2020 to 01 Jun 2020	COMPLETED
Coding Phase 1	01 Jun 2020 to 03 Jul 2020	COMPLETED
First Evaluations	29 Jun 2020 to 03 Jul 2020	COMPLETED
Coding Phase 2	03 Jul 2020 to 27 Jul 2020	COMPLETED
Second Evaluations	27 Jul 2020 to 31 Jul 2020	COMPLETED
Coding Phase 3	31 Jul 2020 to 24 Aug 2020	COMPLETED
Submission of final work report	24 Aug 2020 to 31 Jul 2020	ON GOING
Final Results	08 Sep 2020	NOT ANNOUNCED