3D Point Cloud Segmentation Assignment: Oil Palm Tree Classification Using ML Techniques

School

Monash University Malaysia (MUM)

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Assignment Type

Individual Assignment

Subject

Machine Learning and Artificial Intelligence

Uploaded by Malaysia Assignment Help

Date

06/12/2025

Aim:

To design a machine learning or deep learning model for segmenting and classifying 3D point cloud data into trunks, fronds, and FFB for oil palm trees.

Developing a 3D Point Cloud Segmentation Model for Oil Palm Trunks, Fronds, and Fresh Fruit Bunches (FFB)*

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Objectives:

  • To preprocess and clean 3D point cloud data collected from oil palm trees for effective segmentation.
  • To develop a segmentation pipeline that categorizes oil palm components into trunks, fronds, and FFB.
  • To evaluate the model’s accuracy and performance in segmenting oil palm tree components in structured environments.

I already have the data i need help with the ai model fir this i have ply files of the oil palm tree

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