floydhub / examples

FloydHub Examples – A collection of boilerplates and examples of machine learning and deep learning models to build, train, and deploy on FloydHub

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FloydHub Examples

A collection of ready-to-run machine learning and deep learning models using FloydHub.

Getting Started

If you are new to FloydHub, we recommend creating a free account so that you'll be able run jobs and workspaces on our service. Check out FloydHub Templates for more information on these examples.

Examples

Each example provides a one-click "Run on FloydHub" button. When you click this button, you'll automatically open up the project in a Workspace on FloydHub. Behind the scenes, FloydHub will:

• Prepare your Workspace's environment and CPU or GPU machine, including installing any specified libraries or dependencies
• Download the project's code from GitHub to the cloud Workspace
• Attach any datasets specified in the project's floyd.yml config file to the Workspace

Example	FloydHub Environment	Try it now
ColorNet Colorize black & white photos	TensorFlow-1.8
Pix2Code Train a neural network to code a basic HTML and CSS website based on a picture of a design mockup	TensorFlow-1.7
Image Classification Classify dog breeds in an image	TensorFlow-1.7
Sentiment Analysis Convolutional neural network (CNN) classifier to predict the sentiment (positive or negative) of IMDB movie reviews	TensorFlow-1.7
Reinforcement Learning with Gym Retro Setup for Gym Retro reinforcement learning platform	TensorFlow-1.8
Named Entity Recognition Use Sequence Tagging with a LSTM-CRF model to extract the named entities from an annotated corpus	TensorFlow-1.7
Object Detection Use TensorFlow Object Detection API to detect an object in an image	TensorFlow-1.7
Regression Using Wide & Deep Model Build a classifier to predict the price of a bottle of wine based on its description	TensorFlow-1.7
Language Identification Detect the language used in a short piece of text (140 characters)	TensorFlow-1.7

Community Examples

Example	FloydHub Environment	Try it now
English-to-French Translator Translate English to French sentences	PyTorch 0.4
Reading Minds with CNNs Predict hand motions with images of brain EEG readings	PyTorch 1.0
Instagram Street Art Detection Detect street art and graffiti in Instagram photos	tensorflow-1.12

Contributing

We'd love to add more examples from the community! Please add examples via Pull requests!