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About Crane Grabber
This document summarizes research on developing an artificial intelligence system to automatically grade the ripeness of oil palm fresh fruit bunches (FFB) using a smart crane grabber machine. A dataset of 400 FFB images labeled with 7 ripeness classes was collected and split for training and validating a deep learning model. The deep learning model achieved 71.34% accuracy on the classification task using only the preliminary dataset, demonstrating potential for automation of FFB sorting in oil palm harvesting operations.
Detailed Information
| Author: | ['Ambal Firmansyah'] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 9 |
| Language: | English |
| Format: | |
| Price: | FREE |
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