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.
Lobe helps you train machine learning models with a free, easy to use app. Just show it examples of what you want it to learn, and it automatically trains a custom machine learning model that can be shipped in your app. No code or experience required.
The future of autoML?!
Congrats on the launch guys, love the idea of making it accessible for all & so simple 💡
Quick questions:
- Is it planned to extend this project to other structured data, like text...?
- The training seems quite fast is it not deep learning based?
Anyway, love the concept & realization!
@merlin_laffitte hey Merlin! Thanks for your questions! We really hope so!
1. We are planning on expanding to other problem types soon. The first one will most likely be object detection—so we will still be in computer vision and image recognition, however Lobe is built on top of a solid foundation that will allow us to expand to text, tables, numbers, and more in the future.
2. Learning happens in two ways in Lobe. One that is fixed-epoch based—which allows you to play with your model and iterate on it pretty fast. The other one is also epoch based, but Lobe trains your model until it fully converges. This is what happens at the end of the video (8:06), when Jake let's his model Optimize.
Again, here to help if you have any other questions, and thanks for the comment :)
@merlin_laffitte@ramongilabert@michael_hughes2 we are thinking about audio too! for now you can convert audio into a spectrograms and use image classification to make predictions. Do you have any audio projects in mind?
Thank you @moproduct for the hunt.
Hey everyone - we are excited to introduce Lobe, a new app from Microsoft!
Lobe is a free, easy to use desktop app for creating custom machine learning models. No coding or data science experience needed. We believe machine learning should be a tool usable by anyone, not just a small group of experts.
Lobe helps you through every step of the process. Collect and label your images quickly. Train models for free on your own computer without uploading your data to the cloud. Play with your model and improve it by providing feedback. Ship and use your model on any platform.
Thanks for checking us out - we are excited to see what you create with Lobe! We would love to get your feedback and are happy to answer any questions here.
https://lobe.ai
@mbeissinger hey Markus, thanks for this great product !
2 quick questions:
1/ can we use the trained model in another application ? How ?
2/ what's the pricing?
Thanks !
@b_maurin yes you can use the trained model in a variety of places -- we export to the standard formats of integration like Tensorflow, TFLite, and CoreML (https://docs.lobe.ai/docs/export...).
We also have some starter projects in code for running on mobile, the web, or spreadsheets of image URLs in our GitHub: https://github.com/lobe/
Lobe is free and runs locally on your computer :)
Hi @moproduct@mbeissinge!
Wooooowwwww! I am amazed, so easy to train and ship ML Models, I just saw the drinking water example and I was so shocked! This is the future! Kudos to the team for creating such a great product! Wow! Congratulations!
I used v1 of this product and it was so awesome. It lived up to all its claims, super easy to use, super easy to integrate. So awesome Microsoft swiped them right up. I'm really excited for this v2.
@johnbhiggins@ramongilabert I'm sure the answer is "can't say" but will this be replacing azure machine learning studio (another product I love)? I recently saw in the serp title that that "(Classic)" was appended to the end of the title.
@johnbhiggins@ramongilabert a revised version of that product recently became Generally Available as Azure ML Designer and it is still alive and well! Pretty different from Lobe. Try them both!
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