
Shifted to a Deep Learning methodology. This update significantly improved detection accuracy for small and medium palms and provided better transferability across different plantation layouts. How to Download and Install
After running the application, perform a validation: ecognition oil palm application download
As of 2025, the European Union Deforestation Regulation (EUDR) requires companies to prove their palm oil did not originate from land deforested after December 31, 2020. Shifted to a Deep Learning methodology
With increasing pressure for RSPO (Roundtable on Sustainable Palm Oil) certification, eCognition helps estates prove they are not encroaching on high conservation value (HCV) forests. The software can automatically distinguish between oil palm, rubber, and native forest. 3. Precision Agriculture and Health Mapping With increasing pressure for RSPO (Roundtable on Sustainable
Enter —Trimble’s flagship object-based image analysis (OBIA) software. While standard pixel-based classification fails to distinguish between young palm crowns and undergrowth, eCognition’s patented "object-based" logic excels. However, building a palm detection workflow from scratch is complex. That is why the eCognition Oil Palm Application (often referred to as the Oil Palm Toolbox or Rule Set) has become the industry standard.
The is a specialized extension of the eCognition software suite designed to automate the detection, counting, and health assessment of individual oil palm trees using high-resolution drone or satellite imagery. Quick Review Overview