Hack Five For members

The Fifth Elephant Open Source AI Hackathon 2024

GenAI makers and creators contest and showcase

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Accepting submissions till 15 Feb 2024, 11:00 PM

Hasura, Bangalore

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Overview

The Fifth Elephant Open Source AI Hackathon started on 5 January 2024 and reached its finale with a Demo Day event on 12 April 2024, when the winners of the two month long contest were chosen.

The aim of this hackathon was to encourage individuals/teams to apply and incubate innovative AI ideas/use cases and publish them as open source projects.

  • The hackathon contest participants worked with mentors for over two months to refine their ideas, and advance them to a stage where they are viable projects that could be pursued beyond the hackathon.
  • the project teams worked on AI’s application in education, accessibility, creative expression, scientific research, languages, under the overall theme of AI for India.
  • competing projects were judged on impact and relevance, innovation and creativity, technical soundness and code quality, scope of expansion, reusability and ease of adoption

As a campaign to raise awareness and drive up developer adoption of AI and open source technologies, the hackathon was a great success. It helped shine light on the agility that open source technology enables for creative and innovative developers.

Open Source AI Hackathon Winners

Testimonials

“...each one of the contestants put in tremendous effort. And we saw the passion in every person, trying to do things not for winning, but about really building your projects. After a long time, I am attending such a hackathon where young folks are so passionate about building. Kudos to all of you”.
- Rukma Talwadker, Jury Member, Senior Principal Scientist at Games 24x7

“I really enjoyed judging all the projects - lot of interesting work. The Fifth Elephant has done a great job with mentoring and curating this hackathon”.
- Tanuja Ganu, Jury Member, Principal RSDE Manager, Microsoft India

“The hallmark of this hackathon was getting younger people to code for a longer period of time as opposed to a typical hackathon which turns out to be about — how do you build the coolest thing in the shortest period of time”.
- Sumod Mohan, mentor.

“What is impressive about this particular hackathon is, it is not just about cool ideas and fancy demos. It is actually about building a product or a software or a model that can live beyond the demo (and contest).”
- Soma Dhavala, team member at Project Seshu

“It was only through putting my ideas to code that I learnt what the specificity of implementing these (LLMs) were. I began my journey with a sense of hope and commitment towards FOSS principles, and the Hackathon only reinforced my belief that collaboration maketh a better product.”
- Sankalp Srivastava, Creator of Project Schematise

Key highlights from the hackathon

During the course of 12 weeks, the hackathon involved:

  1. Started off on 5 January 2024 and invited open source ideas and projects.
  2. Mentorship sessions in February for all project teams. Mentors included Abhishek H Mishra aka Tokenbender, Arvind Saraf, Bharat Shetty, Ramesh Hariharan, Sidharth Ramachandran, Simrat Hanspal, Sumod Mohan and Vinayak Hegde.
  3. The 10 best from 40 applications were chosen for the Demo Showcase.
  4. An involved peer-review process helped further refine projects between March 1st - 15th, followed by extensive rehearsals from April 8th - 10th, 2024.
  5. On Demo Showcase Day - we had project demos from 10 qualifying teams; 5 project winners were chosen on 12 April 2024.

The Prizes

🏆 Five prizes of ₹1,00,000 (One lakh rupees) per theme, were awarded to winning projects.
The prizes for this hackathon have been sponsored by Meta.

Note: Apart from the contest prizes, Microsoft has offered internships to the contestants.

Jury

  1. Ashok Hariharan heads data and business intelligence at United Nations Volunteers.
  2. Rukma Talwadker is Senior principal scientist at Games24x7.
  3. Shubha Shedthikere is a Senior Manager in the Data Science team at Swiggy.
  4. Sunil Abraham is the Public Policy Director for Data Economy and Emerging Tech at Meta, India.
  5. Tanuja Ganu is a Principal RSDE Manager at Microsoft Research India.

Mentors

  1. Abhishek Mishra is a is creator of CodeCherryPop LLM series.
  2. Arvind Saraf is a computer scientist, engineering leader, entrepreneur trained at IIT, MIT and Google.
  3. Simrat Hanspal is currently spearheading AI product strategy at Hasura.
  4. Sumod Mohan is the co-founder and CEO of AutoInfer.

Editors

About The Fifth Elephant

The Fifth Elephant is a community of practitioners, who share feedback on data, AI and ML practices in the industry. If you like the work that The Fifth Elephant does and want to support its activities - review of Papers, Books, building the innovation ecosystem in India through hackathons and conferences - contribute by picking up a membership.

Contact

💬 Post a comment with your questions here, or join The Fifth Elephant Telegram group and the WhatsApp group.

Follow @fifthel on Twitter.

📞 For any inquiries, call The Fifth Elephant at +91-7676332020.

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Hosted by

The Fifth Elephant hackathons

Supported by

Host

All about data science and machine learning

Venue host

Welcome to the events page for events hosted at The Terrace @ Hasura. more

Partner

Providing all founders, at any stage, with free resources to build a successful startup.

Gagan Gupta

@gagangupta

Harshita Kamani

@harshitakamani

EduPrepAI

Submitted Jan 28, 2024

Check for latest updates:
https://gitlab.com/hkxgg/eduprepai/-/blob/main/README.md

Presentation:
http://surl.li/rqmik

Demo:
https://youtu.be/ikYq7MhHAW8?si=30Fqnghp9Om54ggK

Problem Research 📚

We conducted extensive research and found that students often struggle to find relevant practice questions, leading to a lack of practice, while teachers face challenges in creating personalized content. Students tend to rely on summary videos for exam preparation, which may not sufficiently cover the material. To address these issues, we propose a solution that offers quick summarization, interactive quizzes, and personalized content generation based on educational videos.

Problem Statement 🎯

  • Watching lengthy lecture videos is time-consuming and tedious.
  • Students struggle to find relevant questions for practice.
  • Teachers spend considerable time creating quizzes and notes manually.
  • Limited access to personalized content affects students’ exam preparation.

Solution Overview 💡

Our innovative EdTech platform aims to enhance the learning experience by converting educational video lectures into summary, lecture notes and engaging MCQ-based quizzes and providing automatic assessment. This project not only streamlines the quiz creation process for teachers but also offers students a dynamic and interactive learning environment. With features such as instant grading and performance analytics, our platform facilitates efficient and effective learning.


Roadmap 🛣️

  1. Scraping Data [Successful]

  2. Data Collection and Selection [Successful]

    • Utilize educational videos from open access university websites and YouTube
  3. Frame Extraction [Successful]

    • Extract frames using ffmpeg
  4. Labeling Dataset [Successful]

    • Label frames as slide, presenter slide, and others
  5. Model Training [Ongoing]

    • Base Models: Resnet50, YOLO v9, EAST, LLama2-7b
    • Future Scope: Explore state-of-the-art models
  6. Image Tuning Operations [Successful]

    • Crop Transform, Border Removal, Segment Clustering, Image Hashing
  7. Sequential Data Context Search Training [Successful]

  8. OCR, Figure Detection [Successfull]

  9. Transcription (Multimodal) [Successful]

    • Audio to Transcript Generation
  10. Combination and Sync [Successful]

  11. Text Operations [Successful]

    • Spell Check, etc.
  12. Summarization and Quiz Generation

    • Utilize LLama2 finetuning and pre-existing models like BERT-edu
    • Answer Key/Options Generation using Sense2vec word vectors

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Make a submission

Accepting submissions till 15 Feb 2024, 11:00 PM

Hasura, Bangalore

Hosted by

The Fifth Elephant hackathons

Supported by

Host

All about data science and machine learning

Venue host

Welcome to the events page for events hosted at The Terrace @ Hasura. more

Partner

Providing all founders, at any stage, with free resources to build a successful startup.