AUTOMATIC COUNTING OF EXTENSIVE PINEAPPLE FIELDS
Pineapple plant counting from extensive crop in Costa Rica using high-resolution images.
Computer VisionAgricultureObject CountingDeep Learning
Overview
In this project, a deep learning based custom model architecture was used to successfully count pineaple in extensive crops, by means of high resolution aerial images. A publication has been released out of this work.
Technologies & Skills
Object DetectionImage ProcessingHigh-Resolution AnalysisAgriculture AI
Key Achievements
- ✓Automated crop counting
- ✓High-resolution image analysis
- ✓Large-scale agricultural application