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CloudCV

Building platforms for reproducible AI Research

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Participation history

9 GSoC years

2025 2024 2023 2021 2020 2019 2018 2017 2016

2025

3 projects

Official year page

RAG-Based Chat Bot for Enhanced Challenge Support

RAG-Based Chatbot for Enhanced EvalAI Challenge Support Problem EvalAI struggles with providing consistent, timely, and accurate support for AI...

Code Project page

Enhanced Test Suite and Improved User Experience

This project is focused on significantly improving EvalAI’s usability by enhancing exsiting comprehensive test suite alongside a series of user...

Code Project page

RAG-Based Chat Bot for Enhanced Challenge Support

This project aims to enhance the user experience for both challenge hosts and participants by developing an intelligent, RAG (Retrieval Augmented...

Code Project page

2024

2 projects

Official year page

Enhanced Exception Handling, Testing, Documentation, and User-Friendliness for EvalAI

This project aims to make EvalAI better for users. It will improve how errors are handled, add more tests to make sure things work properly, provide...

Code Project page

Google Summer of Code 2024 Proposal for CloudCV

The proposal targets enhancing CloudCV by improving its admin dashboard, optimizing costs, and enhancing infrastructure monitoring. Key initiatives...

Code Project page

2023

2 projects

Official year page

Evaluation Infrastructure Optimization

This project aims to enhance EvalAI's functionalities by automating large worker deployments in AWS, adding relevant features for efficient challenge...

Code Project page

Improvements in EvalAI User Interface

This project aims to enhance and optimize the existing platform by implementing several important features and improvements. These changes include...

Code Project page

2021

3 projects

Official year page

Improvements in EvalAI frontend

This project involves fixing the last remaining kinks in the EvalAI UI. The goal of this project would be to improve the new UI as we replace the...

Code Project page

Static code upload challenge evaluation and enhancements in GitHub based challenge creation

EvalAI is a platform to host and participate in AI challenges around the globe. To a challenge host, reproducibility of submission results and...

Code Project page

Monitoring setup for EvalAI

As the number of challenges on EvalAI are increasing, we want to focus on improving the performance of our services. As a first step, we will focus...

Code Project page

2020

3 projects

Official year page

Enhancement in Code Upload Pipeline

As EvalAI hosts more code-upload challenges and researchers utilize the modular Kubernetes based infrastructure for hosting these challenges,...

Code Project page

Improvement In EvalAI front @CloudCV

This project mainly focuses adding some missing features and improving the frontend of the EvalAI.

Code Project page

Streamlining challenge creation on EvalAI

EvalAI is a platform to host and participate in AI challenges around the globe. To host a challenge, challenge creation is one of the core features...

Code Project page

2019

4 projects

Official year page

Enhance UI/UX of EvalAI

This project will focus on improving the existing UI of EvalAI to improve the experience of both challenge organizers and participants. Beyond this,...

Code Project page

Implement robust evaluation pipeline in EvalAI

Currently, the submission worker that evaluates the challenge requires manual scaling. For auto-scaling, I'll be migrating it to AWS Fargate from...

Code Project page

EvalAi-ngx

A web application for contesting online AI challenge. The front end has been improved for better user experience and performance.

Code Project page

Evaluating Submission Code in Docker Containers

The rise of reinforcement learning based problems or any problem which requires that an agent must interact with an environment introduces additional...

Code Project page

2018

5 projects

Official year page

Improve Demo creation in Origami

Improve the Demo creation in Origami and Provide REST API for demo access.Adding analytic server for optimising demo performance and for getting ...

Code Project page

Fabrik

Fabrik is an online collaborative platform to build, visualize and train deep learning models via a simple drag-and-drop interface. It allows...

Code Project page

Improve Demo creation in Origami

Cloud-CV is an open source cloud platform with the aim to make AI research reproducible. Origami (previously called CloudCV-fy your code) is an...

Code Project page

Python Package, Amazon SQS and REST-ful services for EvalAI.

1. EvalAI Python Package. Creating a python package for EvalAI which lets the participants to import evalai as a python package and then make...

Code Project page

Implementing python package and new features for EvalAI

This project will involve implementation of a python-package for enabling CLI submissions and participation in the first phase. The second phase will...

Code Project page

2017

4 projects

Official year page

Making research more accessible with Origami

Origami aims to provide Artificial Intelligence as a Service. Presently, deep learning is a very interesting field. However, the issue arises when...

Code Project page

CloudCV Web App Redesign

The aim of this project is to rewrite Cloud CV Web App into a modern web app with a REST API backend with continuous integration and deployment.

Code Project page

Improved layer support and collaboration

The proposal is towards improving the layer support and adding real time collaboration for Fabrik. I propose to add support for some essential...

Code Project page

Implementing RESTful web services for EvalAI

EvalAI is an evaluation server that will host AI challenges like Visual Question Answering, Image Captioning. In recent years, it has become...

Code Project page

2016

2 projects

Official year page

CVFY

The aim of this project is to create a framework that can help people create a web based demo out of their machine learning code and share it. Others...

Code Project page

Build Deep Learning models online

This is a user interface to draw and configure deep neural networks and supports import / export of model configuration file from / to caffe &...

Code Project page