Step-by-Step Tutorial on Making use of Section Something Mannequin Model 2 to Satellite tv for pc Imagery for Detecting and Exporting Subject Boundaries in Agricultural Areas
- 🌟 Introduction
- 🏷️ Section Something Mannequin
- 🚀 Setup Google Colab
- 🛰️ Load Clear Sentinel-2 Pictures
- 🌍 Apply SAM2 on Sentinel-2 Pictures
- 📄 Conclusion
- 📚 References
🌟 Introduction
Manually drawing area boundaries is without doubt one of the most time-consuming duties, and its accuracy will depend on the efficiency of the individual doing it. Nevertheless, correct boundary detection has purposes in lots of areas. For instance, let’s assume you wish to practice a machine studying algorithm to investigate the connection between vegetation indices from satellite tv for pc pictures and crop yields on a farm. The primary enter you’ll want is a shapefile of the farm, which generally must be drawn manually. Drawing one shapefile could solely take a couple of minutes, however what if it is advisable to draw boundaries for 1,000 farms? That’s when the method turns into very time consuming…