After spending some months engaged on the Pipeless open-source framework, as we speak I convey one thing new and actually cool: Pipeless Agents
Think about offering a video supply and straight processing an information stream that represents what is occurring on the video, similar to while you work with regular knowledge. Every payload represents an occasion on the video, an object, or no matter you have an interest in.
Sounds good, proper? Properly, it’s now attainable.
With Pipeless Agents you’ll be able to create any type of automation based mostly on real-time video inputs. You don’t want infrastructure, you don’t want to label knowledge or practice fashions. You join a git repository along with your agent logic and the remaining is dealt with for you.
So, what does that agent logic appear like?
It’s only a script that processes the info extracted out of your video sources, like the next:
As you’ll be able to see, with simply two strains of code you’ll be able to outline the agent. The primary imports the SDK and the second is a for loop that can run for each knowledge construction extracted from the video. Contained in the loop, you are able to do no matter you need. You may ship emails or Slack notifications, you’ll be able to name some webhooks, you’ll be able to cease a manufacturing line, you’ll be able to analyze and retailer the info in a database, … There aren’t any restrictions, the one restrict is your creativeness!
However, how does the agent know the type of knowledge/occasions you need?
We use some filters for that. Each filter focuses on exporting particular knowledge or detecting a selected occasion. Whenever you join your video sources you additionally specify the record of filters that you just need to apply to the video and each filter produces a well-defined knowledge construction, which is what your agent receives.
Proper now, we’re offering some pre-defined filters comparable to object detection, however we’re working to help you outline your customized filters. Tell us if there’s some particular filter you wish to see!
How do you get began?
Simply go to https://agents.pipeless.ai and create your first agent!
Additionally don’t neglect to ship us your suggestions, we love to listen to your ideas!
Take pleasure in it!
