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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:

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

Community Examples

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

Contributing

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