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ar_sudoku

An application that uses mnist classifier and applications of ar to give instant solutions to any sudoku

asynchronous-federated-learning

baby_monitoring

cartoonify_reality

Convert images and videos to cartoons using opencv

cartoonify_reality_doodles

Convert Images into doodles using object detection and google quickdraw dataset.

clustered-fl-ga

Sample code for federated learning and clustered federated learning with genetic algorithm

connect-4_expert

Connect-4 game with a pygame UI, minimax AI and server-client mechanism using sockets.

data-visualization

A typical data visualization project using each step required by the book to perform visualization and also various techniques and tools to do so.

deep_q

working with deep q learning and openai gym environments

donna

A smart chatbot which mimics donna a character from suits

early_discharge_system

federated_learning_mnist

Training MNIST handwritten dataset with federated learning architectture using tensorflow

flappy_birds

A flappy birds game built on javascript and html that uses genetic algorithm to play

fractal

A Health centered web page which can be opened on phone where you can take a picture of your skin ailment and recommend a doctor. You can also put in symptoms and get doctor recommendations.

garbage_collection_system

An application to improve the efficiency of garbage collection

gesture_whiteboard

guess_the_phrase

An AI using genetic algorithm which guess the phrase without using nlp

home_controlling

A remote home monitoring system which uses socket programming to connect the home and the user

ibm_iot

Code for uploading your sensor data to IBM Cloud using mqtt protocol

led-cube

A 3-D matrix of different colored led's displaying random patterns, words and also a music beat display.

magic_wand

A movement recognizer that uses optical flow and mnist classifier to understand gesturized commands and perform them

ml_basics

Basic pre-processing and training of a simple dataset

mnist_ga

An MNIST handwritten dataset classifier using a genetically optimized CNN model.

movement-classification

Classification of movement types like walking, running using motion capture(BVH) file from CMU dataset.

multi_paint

what if picaso and da vinci could paint a single canvas, together?

music_generation

night-vision-255

A project that converts an IR spectrum night vision image to colorize and use object detection to help the user(like a soldier) to spot objects in the IR image that has been colorized.

pandemic_handling_and_impact

We aim to analyze and comment on the psychological impact that the pandemic of COVID-19 has had on the world. Using Explainable AI, we extract the importance of factors contributing to stress and give an overview of what a country needs to improve on, to better handle its next pandemic.

plant_trait_identification

Identification of Plant traits using TRY and INaturalist combined data folowed by clustering. Analysis of plant trits based on location.

predictive_speech

An application that uses a microphone and python to listen and convert the speech to text, while using previous data and LSTM model to help a person complete their speech