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ai

Matrix's AI research and related contents

ai-fluency

ai-in-music

Magenta: Music and Art Generation with Machine Intelligence

ananyaroy1011.github.io

bear_voila

Demo bear classifier with fastai and Voila

captcha-classification

A MATLAB project which solves CAPTCHA images using an Image pre-processing pipeline and Decision Trees

chal.io.github.io

local travel app

chatbot

Define a model for the chatbot system for our app, website & social media handles.

deep-learning

ecg-arrhythmia-classification

In this project I have classified ECG into normal and non normal types of arrhythmia using VGG Net Architecture

ethical-ai

fake-news-classification

Given the title of a fake news article A and the title of a coming news article B, program classifies B into agree, disagree, and unrelated.

fastai

fastai_bear

test_bear_classification app

fraud-detection

hackthebox-writeups

Writeups for HacktheBox 'boot2root' machines

id-verification

Define a model for ID verification system to ensure that the user is a student & from that institute where he/she applied for sign in on the platform.

image-captioning

A CNN-LSTM model to generate a sentence which describes the contents/scene of an image and establishes a Spatial Relationship (position, activity etc.) among the entities

image-segmentation

Deep Convolutional Encoder-Decoder Architecture implemented along with max-pooling indices for pixel-wise semantic segmentation using CamVid dataset.

logsmarter

machine-learning-algorithms-from-scratch

A repository of Machine Learning Algorithms implemented from scratch in Python

minimal-player

This is a minimal, clean audio/music/mp3 player with spinning cover images, built with jQuery, TweenMax.js and SVG images.

mood-playlist

music-generation-with-keras

Artificial Intelligence in Music

music-generator

musicrecognition

Project for Deep Learning at Clarkson University. Using Convolutional Neural Networks via Tensorflow and Keras to classify genres of music. Seeing how music is auditory, rather than using sound data, We decided to try a different approach and see if the NN could classify music genres based on spectrograms obtained by running fourier transforms to auditory data.

nlp_projects

nlp_sentiment_analysis

optimus-virtuoso

GPT3-based Multi-Instrumental MIDI Music AI Implementation

parallax-stars