Science staff in lockdown volunteer to help develop machine learning algorithms

The majority of Plant & Food Research staff have been staying within their bubbles, away from the labs, but this has not stopped them from contributing to science, one puppy or kitten image at a time.

More than 55 volunteer staff members, from scientists to student researchers, have stepped up to answer a call from the Data Science Group, which is developing machine learning algorithms for research or industry use.

Like facial recognition, the end goal is to train machines that can detect and measure objects such as flowers, fish, insects and fruit. Google uses a similar technology to train its self-driving cars to identify traffic signs and vehicles.

“In the research that we do, a lot of man power is wasted on manually identifying, counting and measuring plants, insects or seafood,” says Dr Linley Jesson, Group Leader for Data Science at Plant & Food Research.

“If we can train machines to do that for us, it can speed up the process and give scientists more time to analyse the data.”

To train the computer, humans are needed to show the correct objects to be identified.

Initially Dr Jesson had expected fewer than 10 people to volunteer, but the overwhelming response took her by surprise.

The volunteers are asked to attend a half-hour video training to learn how to use the platform. Then they practice with images of kittens and puppies before being assigned to a project, where the scientist in charge instructs them on what to look for.

In the last two weeks, these volunteers have analysed thousands of images and videos for annotation projects in kiwifruit development, pea leaf area detection, watermelon pollen counting, fish detection and identification, grapevine growth measurement and disease detection, pear disease detection, and blueberry flower counting.

More projects are to come.

Source:  Plant & Food Research

Leave a Reply

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s