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amusify

An Android Music Player with Voice command functionality

bird-species-classification

Classifies 200 species of birds based on the images. Dataset used- Caltech-UCSD Birds-200-2011

bitcoin-sentiment-analysis

Sentiment Analysis on tweets on the topic Bitcoin and forecasting the future sentiments along with correlation of the sentiments with the actual bitcoin prices.

bone-abnormality-detection-mura

Detecting Bone Abnormalities in MURA Dataset

cartpole-game-using-ai

Using OpenAI and TFLearn to play the Cartpole game.

chatbot

A ChatBot which uses polarity and subjectivity to understand the messages

cifar10

Trained a Deep Conv Net on CIFAR 10 dataset on Keras with 75% accuracy

consonance

A music player that recommends songs by analyzing the spectrogram data of the users’ liked songs though CNNs and categorizing them into various genres.

humpback-whale-identification-kaggle

Classify 3000+ whale species by the images of their tail. https://www.kaggle.com/c/humpback-whale-identification

neural-network

Train a simple Neural Network with 1 output unit using no frameworks. Only NumPy

nn-rocket-league

Playing Rocket League through Neural Nets

predict-stock-prices

Using Linear Regression Model on Quandl dataset of stock prices to predict next 30 days stock prices

project-deep-learning-for-autonomous-cars

recognize-handwritten-digits

Used MLPClassifier in scikit-learn to recognize MNIST database with 95% accuracy

rna-analysis-for-pancreatic-cancer

Identifying the Exocrine (adenocarcinoma) tumors and remove Neuroendocrine tumors from data using PCA and running GSVA algorithm on subsetted pancreatic data

shape-classifier

Classifying 3 shapes: triangle,circle and square with 80% accuracy with Keras