TAWARAN TEKNIK
Detection Of Basal Stem Rot Using Deep Learning
TINJAUAN TEKNOLOGI
The invention introduces a method for detecting Basal Stem Rot (BSR) in oil palm trees. It employs Terrestrial Laser Scanning (TLS) technology to capture canopy images, which are then processed to create detailed 3D views of the trees. Using image analysis and a convolutional neural network (CNN) model, the method categorizes trees into healthy and non-healthy groups, further classifying non-healthy trees by infection severity. Data pre-processing and augmenting enhance image quality. The approach involves transfer learning with pre-trained CNN models and evaluates their performance using metrics. Overall, this method offers a comprehensive solution for BSR detection in oil palm trees.
Mega - Trend
Agriculture sector, Future Application in Agriculture Sector, 4 IR, Innovative Technologies of the Future, Innovating to Zero, SMART Clouds: The Nest Trend in Cloud Computing
Tahap Kesediaan Teknologi (TRL)
TRL 3
Nombor Paten
PI 2023003250
Dapatkan helaian fakta teknologi di sini:
Orang yang boleh dihubungi untuk tawaran ini:
Lee Ching Shya
Pegawai Perniagaan UMCIC Universiti Malaya
e-mel: leecs@um.edu.my
Tel: +603-7967-7351/7352
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