From Manual to AI: Building a Custom QGIS Plugin for Automated Tree Counting and Infrastructure Detection
Bayu Muhammad Nabiil Makarim
Discover how I built a custom QGIS plugin integrating YOLOv8 and DeepLabV3+ to automate palm oil tree counting, road, and drainage detection from massive drone orthophotos. Learn about overcoming Out-of-Memory challenges and increasing spatial QC efficiency from 200 to 1,500 hectares per day in precision agriculture.
