Need advice about which tool to choose?Ask the StackShare community!

Lobe

1
18
+ 1
0
MLflow

202
511
+ 1
9
Add tool

Lobe vs MLflow: What are the differences?

Lobe: Deep learning made simple. 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; MLflow: An open source machine learning platform. MLflow is an open source platform for managing the end-to-end machine learning lifecycle.

Lobe and MLflow can be primarily classified as "Machine Learning" tools.

Some of the features offered by Lobe are:

  • 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.
  • 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.
  • Ship - Export your trained model to TensorFlow or CoreML 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.

On the other hand, MLflow provides the following key features:

  • Track experiments to record and compare parameters and results
  • Package ML code in a reusable, reproducible form in order to share with other data scientists or transfer to production
  • Manage and deploy models from a variety of ML libraries to a variety of model serving and inference platforms

MLflow is an open source tool with 20 GitHub stars and 11 GitHub forks. Here's a link to MLflow's open source repository on GitHub.

Get Advice from developers at your company using StackShare Enterprise. Sign up for StackShare Enterprise.
Learn More
Pros of Lobe
Pros of MLflow
    Be the first to leave a pro
    • 5
      Code First
    • 4
      Simplified Logging

    Sign up to add or upvote prosMake informed product decisions

    - No public GitHub repository available -

    What is Lobe?

    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.

    What is MLflow?

    MLflow is an open source platform for managing the end-to-end machine learning lifecycle.

    Need advice about which tool to choose?Ask the StackShare community!

    What companies use Lobe?
    What companies use MLflow?
      No companies found
      See which teams inside your own company are using Lobe or MLflow.
      Sign up for StackShare EnterpriseLearn More

      Sign up to get full access to all the companiesMake informed product decisions

      What tools integrate with Lobe?
      What tools integrate with MLflow?

      Sign up to get full access to all the tool integrationsMake informed product decisions

      What are some alternatives to Lobe and MLflow?
      JavaScript
      JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.
      Git
      Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
      GitHub
      GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
      Python
      Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
      jQuery
      jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
      See all alternatives