Google Summer of Code 2020: Project Plan

Student	Project	Project Link	Organization	Mentors

Student	Project	Project Link	Organization	Mentors
@Yash Khare	Computer Vision Based PPI Tool	GitHub - openMF/ppi-vision: Mobile based PPI survey tool powered by Google's on device machine learning SDK, MLKit.	The Mifos Initiative	@Nayan Ambali

Objective	Improving the Vision PPI tool
Start Date	Jun 1, 2020
Due date	Aug 31, 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

Milestone	Duration	Status
Community Bonding	May 4, 2020 to Jun 1, 2020	COMPLETED
Coding Phase 1	Jun 1, 2020 to Jul 3, 2020	Completed
First Evaluations	Jun 29, 2020 to Jul 3, 2020	Completed
Coding Phase 2	Jul 3, 2020 to Jul 27, 2020	Completed
Second Evaluations	Jul 27, 2020 to Jul 31, 2020	Completed
Coding Phase 3	Jul 31, 2020 to Aug 24, 2020	Completed
Submission of final work report	Aug 24, 2020 to Jul 31, 2020	Completed
Final Results	Sep 8, 2020	Final Evaluation passed