Neurala Launches AI-Assisted Video Annotation Tool in Brain Builder to Accelerate AI Data Preparation Process
Video annotation tool will help organizations reduce time and cost of AI data preparation by at least 50 percent
BOSTON—December 18, 2018—Neurala announced that it has launched a new AI-assisted video annotation tool within its Brain Builder platform. Automated video annotation will significantly accelerate data preparation for neural networks, in turn helping organizations train and deploy AI faster.
Neurala’s Brain Builder is a SaaS platform that streamlines creation, deployment, analysis and management of deep learning applications. Its purpose-built, AI-powered annotation tools – which now include video tagging – help simplify the data preparation process and drastically reduce data tagging time.
“Traditional approaches to AI data preparation are extremely time-consuming and labor-intensive, requiring large amounts of data that needs to be painstakingly and expensively annotated,” said Dr. Massimiliano Versace, co-founder and CEO of Neurala. “Our aim with Brain Builder is to lower that barrier to entry with easy-to-use annotation tools. With the addition of video annotation, we’re able to automate data preparation even further, helping organizations reduce time and cost of AI data preparation by at least 50 percent.”
Video annotation is the latest addition to Neurala’s Lifelong AI technology stack, with the tool learning iteratively as users tag any object of interest - whether that be people, defects, objects or the like - in a video. After a user labels any object of interest in the first frame, the video annotation tool uses Neurala's Lifelong AI technology to automatically annotate that object in subsequent frames. For example, if five people entered into a frame, they would all be annotated automatically after a user tagged the first frame with just one person. This capability will enable significant time-savings compared to traditional video annotation methods, which would require each new person entering a frame to be tagged manually.
In addition to time savings, AI-assisted video annotation will increase productivity exponentially for any organization with video data available. For instance, users can annotate one frame of a 10 second video and get an output of 300 annotations, whereas with traditional annotation methods, users would need to manually tag 300 distinct images to get the same result.
“At the end of the day, it’s about helping organizations and developers build, train and deploy AI more efficiently and cost-effectively,” Dr. Versace continued. “Neurala’s Brain Builder platform is already changing the game when it comes to how vision-AI is built. And now, video annotation will expand the possibilities for accessibility and productivity even further.”
The ROI of AI-assisted video annotation is significant. With Brain Builder, organizations can annotate video at half the cost, compared to the cost of annotation without Brain Builder ($6,750 per hour of video versus $13,500).
You can see a video of Neurala’s video annotation tool in action here.
If you’re interested in using Neurala’s AI-assisted video annotation tool, read this tutorial, which outlines the process and benefits of tagging objects in videos with Brain Builder and training a semantic segmentation network using TensorFlow. The tutorial goes a step ahead by walking through the steps for training across multiple GPUs, further reducing the training time.
Neurala developed The Neurala Brain—deep learning neural network software that makes devices and products like drones, mobile phones and cameras more intelligent, engaging and useful. Neurala provides customized solutions ranging from high-end applications to inexpensive everyday products. With The Neurala Brain and an ordinary camera, products can learn people and objects, recognize them in a video stream, find them in the video, and track them as they move. The Neurala Brain is based on technology originally developed for NASA, DARPA and the U.S. Air Force and is now deployed commercially on over a million smart devices. Follow Neurala on Twitter @Neurala and on Facebook, YouTube and LinkedIn.