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Awesome Machine Learning Projects

A curated list of open-source machine learning projects from around the web. Filter by categories, try out demos, and explore the project's source code on Github

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Human Activity Recognition

Recognizing activities (e.g. running, sitting) using smartphone sensor data

Human Activity Recognition

Smartphone sensor Activity classification

Urban Sound Classification

Feature extraction from sound and classification using Neural Networks

Urban Sound Classification

Detecting urban sounds using RNN

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Detect facial landmarks using the world's most accurate face alignment network, capable of detecting points in both 2D and 3D coordinates

3D Face Recognition

Detect facial landmarks in 2D and 3D

Emotion/Gender Classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV

Emotion/Gender Classification

Face detection & emotion classification

Neural Photo Editor

A simple interface for editing natural photos with generative neural networks

Neural Photo Editor

Generative photo editing

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Given an image and a free-form question, the NN can answer the question

Visual Question Answering

Answering questions based on images

Generating New Words

An RNN that creates new words after being trained on a short wordlist

Generating New Words

Word generator using RNNs

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An algorithm for combining the content of one image with the style of another image using convolutional neural networks

Artistic Style Transfer

Applying the style of an artwork to a photo

Predicting Cardiac Abnormalities

Predicting patient health from PCG audio data

Predicting Cardiac Abnormalities

Using phonocardiogram (PCG) data

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Takes Gameboy camera images of faces and turns them into photorealistic images

Creating Photorealistic Images

Improving images from a Gameboy Camera

Code Autocompletion

A neural network trained to help writing neural network code using autocomplete

Code Autocompletion

NN that autocompletes NN code

Evaluating Handwritten Math

A NN that reads handwritten math expressions from a board and subsequently evaluates the expressions

Evaluating Handwritten Math

Solving handwritten math expressions

Handwriting Generation

Type a message into a text box, and the network will try to write it out longhand

Handwriting Generation

Generating handwritten text with RNNs

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Generate seamless textures from photos and transfer style from one image to another

Neural Doodle

Turning two-bit doodles into fine artworks

Composing Music

Training a probabilistic model of polyphonic music inspired by the structure of convolutional neural networks

Composing Music

Composing Music With RNNs

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Enter a story and a question that can be answered based on the story, and the ML algorithm will try to answer it

Answering Questions

Answering questions based on a story

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Works with just a single 2D facial image, works for arbitrary facial poses and expressions, and can be used to reconstruct the whole 3D facial geometry

3D Face Reconstruction

Turn a 2D profile image into a 3D model

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