The University of Auckland

Project #102: Plant monitoring system with 3D reconstruction

Back

Description:

This project will develop a system to monitor the change of plant growing. 3D reconstructed model may be needed to measure the number and size of fruit and leaves. May need to train Deep Neural Network (DNN) models to detect different fruits, such as kiwi, apple, grape, strawberry, tomato, paprica. We have a well working detection model for kiwi and apple fruits, and can easily make different models for other fruits using DNN. All necessary devices will be provided.

This project includes to:

o   do 3D reconstruction of plant,

o   make different models to detect different fruit and leaves,

o   find easy way to train models, and

o   develop a dashboard for user.

Project scope will be decided after the meeting with supervisors. You will bring to the role a passion for research and engineering, excellent computing skills (including a high level of programming ability), and a strong sense of responsibility. It will be better if you have an experience on vision processing and/or using DNN.

Outcome:

Prerequisites

None

Specialisations

Categories

Supervisor

Co-supervisor

Team

Lab

Lab allocations have not been finalised