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