PerceptiLabs

01/27/2022

Together with our community, we are gathering public datasets and State-of-the-Art models for everyone to use & easily apply in PerceptiLabs 🚀

We've integrated Hugging Face, Kaggle, , and Papers With Code since they are all amazing sources 🙌

01/21/2022

With data-centric deep learning, projects are centered around the data to easily keep track of model and dataset versions ✅

This is enabled by default in PerceptiLabs, check it out 👇

01/20/2022

Think your model is awesome? Think again.🤔

In this blog, we'll review some metrics to evaluate your model to uncover whether it's actually solving your problem.

Think your DL model is awesome? Think again. In this blog, we'll review some metrics to evaluate your model to uncover whether it's actually solving your problem.

01/18/2022

PerceptiLabs calculates Precision (aka positive predictive value), Recall (aka sensitivity), and F1 Score for you (aka F-score or F-measure).

You can see all three updated in real-time during training, & the first two in our Evaluate View.👌🏼

Read more: docs.perceptilabs.com/perceptilabs/advanced/ui-overview/test-view

01/17/2022

Have you checked out our AI the Easy Way playlist?

The videos show you how to use , how to deploy your model as an app, the befits of low-code and more! Check it out: https://www.youtube.com/playlist?list=PLhDSeRDt1gii6RYfIOVKLkHeoTidNVfCm

01/12/2022

Join us for our next event TOMORROW at 9AM PST!

In this live coding, our CTO + Co-Founder will build a Multi-Modal (multiple input types) Regression model that is able to predict the price of houses using both meta data and images.

Use this link to join:

Robert Lundberg, CTO and Co-founder of PerceptiLabs, will build a Multi-Modal (multiple input types) Regression model that is able to predict the price of ho...

01/11/2022

PerceptiLabs now supports different data storage structures.

supports subdirectories of images, supports subdirectories for images and masks, and supports images in relative paths defined in your CSV file.💫

01/11/2022

Together with our community, we are gathering public datasets and State-of-the-Art models for everyone to use and easily apply in PerceptiLabs 🚀

We've integrated Hugging Face, Kaggle, TensorFlow, since they are all amazing sources 🙌

01/08/2022

Our dev community asked how to deploy, use, and even test a model that has been exported by PerceptiLabs.

So, we added a deployment target. This blog discusses the rationale behind this target and how you can use it to test your model >>> blog.perceptilabs.com/integrations-gradio-for-quick-and-easy-model-testing

You asked how to deploy, use, and even test a model that has been exported by PerceptiLabs. So, we added a Gradio deployment target. This blog discusses the rationale behind this target and how you can use it to test your model.

01/07/2022

Check out our new blog and discover why PerceptiLabs added the deployment target... and get inspired about how you might build on that output. 💫

This blog shows why PerceptiLabs added the FastAPI deployment target, and to inspire how you might build on that output.

01/06/2022

With auto-generated metrics, you can quickly understand your model 👀 Track the gradient to easily see if your model is learning 📊

Try it out: perceptilabs.com

01/05/2022

PerceptiLabs is made easy 🙌

Low-code is the future, check it out:

✅ Versioning
🛠 Load and pre-process data
⚡ Modeling
📈 Train & interpret
📊 Evaluate & benchmark
🚀 Deploy