Teach your app
to
Teach your app to
see emotions.
Build, train, and ship custom deep learning
models using a simple visual interface.
Build, train, and ship custom deep learning models using a simple visual interface.
Watch Tour
Join Beta
Teach your app to
see emotions.
Build, train, and ship custom deep learning
models using a simple visual interface.
Build, train, and ship custom
deep learning models using
a simple visual interface.
Watch Tour
Join Beta Join Beta
Drag, drop, learn.
Drag, drop, learn.
Lobe is an easy-to-use visual tool that lets you build custom deep learning models, quickly train them, and ship them directly in your app without writing any code. Start by dragging in a folder of training examples from your desktop. Lobe automatically builds you a custom deep learning model and begins training. When you’re done, you can export a trained model and ship it directly in your app.
1
Build
Drag in your training data and Lobe automatically builds you a custom deep learning model. Then refine your model by adjusting settings and connecting pre-trained building blocks.
2
Train
Monitor training progress in real-time with interactive charts and test results that update live as your model improves. Cloud training lets you get results quickly, without slowing down your computer.
3
Ship
Export your trained model to CoreML or TensorFlow and run it directly in your app on iOS and Android. Or use the easy-to-use Lobe Developer API and run your model remotely over the air.
Connect together
smart lobes.
Connect together smart building blocks called lobes to quickly create custom deep learning models. For example, connect the Hand & Face lobe to find the most prominent hand in the image. Then connect the Detect Features lobe to find important features in the hand. Finally connect the Generate Labels lobe to predict what emoji is in the image. Refine your model by adjusting each lobes unique settings or go under the hood and edit any lobe’s sub-layers.
Explore your
dataset visually.
Your entire dataset is displayed visually so you can easily browse and sort through all your examples. Select any icon and see how that example is performing in your model. Your dataset is also automatically split into a Lesson, used to teach your model during training, and a Test used to evaluate how your model performs in the real world on new examples it has never seen before.
Real-time
training results.
Super fast cloud training gives you real-time results without slowing down your computer. Interactive charts let you monitor your model’s accuracy and understand how it is improving over time. The best accuracy is automatically selected and saved so you don’t need to worry about overfitting.
Advanced control
over every layer.
Built on top of the deep learning frameworks TensorFlow and Keras, Lobe lets you go under the hood and control every layer of your model. Tune hyperparameters, add layers, and design completely new architectures using hundreds of advanced building block lobes. Watch your model take shape as you visually edit your graph and see your changes take effect right away.
Ship it in your
application.
When your model is done training, it can be exported to TensorFlow or CoreML and run directly in your app. Or with the easy-to-use Lobe Developer API your model can be hosted in the cloud and integrated into your app using the language of your choice. And because Lobe is built on top of industry standards, your model’s performance and compatibility is always uncompromised.
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Developer API
INPUT
POST http://api.lobe.ai/predict?key=987-987-987-987&docID=123-123-123-123
inputs: {
  selfie: "base64 image",
  object: "hand"
}
OUTPUT
outputs: {
  emoji: ✌️,
  confidences: [(✌️, 0.9), (👍, 0.05), (👌, 0.04)]
}
outputs: {
  emoji: ✌️,
  confidences: [
    (✌️, 0.9),
    (👍, 0.05),
    (👌, 0.04)
  ]
}