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Deep learning can tell the difference between white and blue lupins

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Manage episode 370994628 series 1313805
Contenu fourni par AHRI Snapshots. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par AHRI Snapshots ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.

Blue lupins are notorious for being difficult to control and plants produce prolific seed banks.
Blue lupins are closely related to the domesticated narrow-leaf lupin, also known as the white lupin, so whichever herbicide is survived by white lupins is also survived by blue lupins. This is problematic as they look alike.

This is where a team of researchers from AHRI and the Centre for Applied Bioinformatics at the University of Western Australia, led by UWA PhD candidate and Forrest Research Scholar, Monica Danilevicz comes in.
The team has recently taken the approach of using weed labelling and deep learning algorithms to see if they can distinguish between the two lupin species in images captured by unmanned aerial vehicles, known as UAVs, like drones, or ground-based cameras.

The aim is to detect and spray just the blue lupins in crop. Monica explains the results further in this chat.
Links

You can follow AHRI on Twitter here. To learn more about AHRI's research and team, check out the website here.

  continue reading

137 episodes

Artwork
iconPartager
 
Manage episode 370994628 series 1313805
Contenu fourni par AHRI Snapshots. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par AHRI Snapshots ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.

Blue lupins are notorious for being difficult to control and plants produce prolific seed banks.
Blue lupins are closely related to the domesticated narrow-leaf lupin, also known as the white lupin, so whichever herbicide is survived by white lupins is also survived by blue lupins. This is problematic as they look alike.

This is where a team of researchers from AHRI and the Centre for Applied Bioinformatics at the University of Western Australia, led by UWA PhD candidate and Forrest Research Scholar, Monica Danilevicz comes in.
The team has recently taken the approach of using weed labelling and deep learning algorithms to see if they can distinguish between the two lupin species in images captured by unmanned aerial vehicles, known as UAVs, like drones, or ground-based cameras.

The aim is to detect and spray just the blue lupins in crop. Monica explains the results further in this chat.
Links

You can follow AHRI on Twitter here. To learn more about AHRI's research and team, check out the website here.

  continue reading

137 episodes

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