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Serverless development experience for embedded computer vision

I’m thrilled to share the discharge of Pipeless 1.0. A brand new model of Pipeless that was rewritten from scratch to deliver important enhancements in efficiency, flexibility, and growth expertise.

Pipeless is an open-source laptop imaginative and prescient framework that ships every thing you might want to construct and deploy laptop imaginative and prescient purposes actually quick.

As you will note under, the quantity of adjustments on this new model is critical. We modified from the way you write code to the way you configure streams. Nevertheless, these adjustments led to an unimaginable consumer expertise.
We’ve got redesigned Pipeless making an allowance for all of your suggestions to create a brand new inside structure that’s rather more highly effective and versatile, and that may assist most of your use circumstances.

Pipeless 1.0 is a big step ahead in our preliminary imaginative and prescient of bringing the event expertise from serverless frameworks to embedded laptop imaginative and prescient.

You will get began with Pipeless 1.0 in simply seconds following the getting started guide.

What’s new?

  • ⚑ 8x quicker utilizing simply 20% of the sources. Moved to a single light-weight element strategy from the previous multi-component strategy.
  • ✨ Multi-stream assist. Now you can course of any variety of streams inside a single Pipeless occasion.
  • πŸ‘©β€πŸ’» Migrated from Python to Rust with multi-language assist. Now you can write processing hooks in lots of programming languages, together with Python, Rust, and extra to come back.
  • πŸ› οΈ Dynamic stream configuration. No extra config information. Add, edit, and take away streams immediately by way of the CLI or a REST API with out restarting Pipeless.
  • πŸ•ΈοΈ Extremely parallelized. Your code is executed in a extremely parallelized atmosphere, reaching lightning speeds and saving you complications. You write easy capabilities, Pipeless takes care of parallelizing its execution.
  • ⛓️ Chain any variety of processing steps. These can embrace inference with completely different CV fashions, easy RGB modifications, or no matter you want.
  • πŸ“ Structured and extremely reusable consumer code. Pipeless now helps you create well-structured code primarily based on filesystem routing that’s extremely reusable and parallelizable.

Find out how to strive it?

Get began with Pipeless 1.0 in simply seconds by following this guide.

Wish to assist?

If you need to contribute, be a part of our group both on Discord or GitHub discussions and let’s chat!

Consider supporting our work by starring the Pipeless’ GitHub repository

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