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A collection of ready-to-run machine learning and deep learning models using FloydHub.
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.
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 | |
| 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 | |
We'd love to add more examples from the community! Please add examples via Pull requests!