Dev Chopra's Projects
An age prediction model (multiclass classifier) for real time age range estimation.
Beginner level ML Projects (code + dataset)
This is a flappy bird game implemented using pygame in python. It offers three modes to users. First is the manual play mode. Second is the one where an AI learns to play the game and then plays it. Third mode provides the ability to play the game using previously used AI.
GitBuddy is an iOS application built using UIKit that helps users fetch and view the profile and followers of any GitHub user. Users can save their favorite profiles with persistence, and the app uses the GitHub API to retrieve data. The codebase is well-structured with proper modularity.
The streamlit app uses a combination of ResNet50 and LSTM to generate description/caption for images.
Lip reading streamlit app
This is an LLM powered (Gemini-pro) X (formerly Twitter) bot that when tagged under post responds with a humorous/sarcastic theme in context to the parent tweet.
This repository contains a transformer-based model for real-time American Sign Language (ASL) recognition. The model leverages transformer architecture to interpret ASL gestures and utilizes the Gemini-Pro LLM API for constructing sentences from recognized ASL signs.
This project provides a custom keyboard for iPhones, built using UIKit, and a companion app built with SwiftUI for customization options. The keyboard features a built-in search bar that integrates with the Gemini-1.5 flash API to quickly answer questions or generate content for commenting or replying.
A streamlit app that can provide detailed summary of YouTube video contents using Gemini Pro.