Building well-performing neural networks is a complex task that requires specific skills, knowledge, resources and data to succeed. That’s why we have taken a big leap towards reducing the complexity of building deep learning models and helping you succeed with deep learning on the Peltarion Platform.
Pretrained blocks: Reducing the complexity of building DL models
This is how
We've added a pretrained VGG feature extractor as one of the first pretrained networks, trained on 1.2M ImageNet images.
Why pretrained blocks?
Pretrained blocks, called Pretrained snippets on the platform, is an extremely powerful feature that has numerous benefits like reducing the time and skills needed to get started, lowering the costs and supporting many companies or individuals who don't own large datasets, enabling them to get value in their specific domain or the problem they’re trying to solve. This is due to the fact that pretrained networks have already learned the basic representations of data structures and can be trained on a small domain-specific dataset to provide value.
When using the VGG feature extractor, you will notice that we have also grouped the deep neural network blocks to hide the unnecessary complexity and fit the model in the canvas. You can always expand and collapse the groups, or just add additional layers in the end to adjust the model functions.
Get ready for our pre-trained BERT
We’ve taken the next step in enabling our users to have full-scale language model capabilities available at their fingertips. Let us introduce to you: BERT.
Natural language processing capabilities are here!
Big news! We’re very excited to be launching a new beta feature for text classification, aka sentiment analysis support.
Dataset view: Redesign and feature preparation improvements
Launching the Peltarion Community Edition: Start your deep learning journey now, for free
New open source library published to the platform
Explore our new Knowledge center
New year, new features added
Six latest features added to the platform
A sleeker look and feel
Product update: Each month, we share updates about our progress on the platform and plans for what’s next. Focus of this month? Sleeker design and better user experience.
Smooth and seamless user experience
Five latest happenings on the platform