Objective : Developing a recommendation system to recommend educational content on the Pratham Open School Website. The recommendation system would recommend videos, audios and reading material to the students and would help them navigate through the content in a systematic way.
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Numeracy
Objective : Create an automated diagnostic tool to measure Numeracy Levels in Children
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Musical Skills Scoring
Objective : To identify and score children on the basis of their musical skills using Audio based Deep Learning Models, and to connect them with relevant opportunities
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Confidence Detection
Objective : To detect confidence of a child based on their audio samples using Audio based Deep Learning models
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Bird Song Identification
Objective : To help children identify species of birds through bird songs using efficient Deep Learning based Audio Classification models
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Biodiversity App
Objective: To help children enhance their interest, awareness and knowledge of their local biodiversity
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Engagement Analysis of Pratham Open School Videos
Objective: Understanding the effect of video features such as colors, objects, persons on the viewership of Pratham Open School videos on Youtube Concept: Using Computer Vision, identify objects, colors and number of persons in Pratham Open School videos. This data can be associated with the number of views of these...
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Assessment of Prosody Skills
Objective: To measure prosodic skills of children's oral reading Concept: To develop test tools for the effective and comprehensive assessment of prosody of children's oral reading in English as well as Indic languages. Issues addressed: Accurate perception and production of the ranging aspects of prosody are a significant component of...
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Automated Assessment of Personal Interviews
Objective : To provide automated feedback on personal interview videos/audios of youth Concept : Developing an android app that will take videos of personal interviews by youth, extract features from it, and generate automated feedback on their performance using Machine Learning models Issues addressed: Verbal along with non-verbal cues frequently...
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Auto-tagging of Content
Objective: Identifying tags from video scripts for implementing elastic search and improve content searchability
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Knowledge Graph of Educational Concepts
Objective : Developing knowledge graph of educational concepts which can be used to build a video recommendation system Concept : Extract concepts from school textbooks and create a graphical representation of the relationship between these concepts Project Plan: Step Know-how Status Text generation for a concept using Wikipedia API ...
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Free Text Answer Assessment
Objective : To automate assessment of short free text answers Concept : Developing ML model trained based on human-labelled answer evaluation dataset of short free text answers to provide automated assessment Issues addressed: Assessment plays a central role in any educational process, because it is a common way to evaluate...
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Automated Diagnostic Tool to measure ASER Reading level
Objective : Create an automated diagnostic tool to measure ASER reading level Concept : Developing an Android-app based tool integrated with an ML model that would be trained on ASER data. Reading Level: This tool can also be utilized to asses reading levels of children in English and Indic languages....
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