Deep Learning Applications

Plants

Author Ignacio Heredia

Description
This application classifies a plant image among 6K plant species (mainly from Western Europe).

• Paper
• Github
• Smartphone Apps (Android | iOS)
• Check out our didactic demo.

Conus

Author Lara Lloret

Description
This application classifies a conus image among 68 conus species.

• Smartphone Apps (Android | iOS)
• Check out our didactic demo.

Particle Physics Collisions

Author Celia Fernandez

Description
This project studies the performance of convolutional nets at classifying the image of a collision in particle physics among several possible physical processes.

• Paper
• Github

Biodiversity Assistant

Author Ignacio Heredia

Description
This project builds on top of the plant classifier . It suggests the user possible identifications for new plant observations in iNaturalist, or it's Spanish fork Natusfera, enabling the user to freely choose among the suggested species.
It aims to combine the large scale accuracy of convolutional nets with the fine grained expertise of biodiversity experts in order to reliably accelerate plant classification.