Build a production ready Machine Learning service for real-time prediction using FastAPI

Hosting tensorflow keras model using FastAPI. Provide users to upload their own images and call the model to make real time prediction.

Guide to setup object detection and classification module in Android for running real-time predictions.

This project centers around two primary aspects: the development of a model for the recognition of American Sign Language (ASL) gestures utilizing a dataset, and the real-time prediction of gestures via a camera feed, accompanied by the conversion of these predictions into spoken language.

A classification done using Artificial Neural Networks, using Tensorflow.

This repository contains the coding materials to reproduce the learning error curves of the paper "How Does Data Freshness Affect Real-time Supervised Learning ?".

American Sign Language recognition using several machine learning models and comparing model performances to Convolutional Neural Network