Posts tagged #computer-vision

4 posts

Computer Vision for Precision Forestry with Satellite Imagery: A Production Pipeline

How to build production-grade computer vision pipelines for precision forestry using multi-spectral satellite imagery, tile-based processing, transfer learning, and geospatial databases. Lessons from deploying at scale.

July 11, 2026 • Aryanto, M.Si

remote-sensing deep-learning

Detectron2 for Production Object Detection: Architecture, Training, and Inference at Scale

A production-focused technical deep-dive from 9+ years of hands-on data science experience.

July 11, 2026 • Aryanto, M.Si

detectron2 deep-learning

YOLOv5 for Real-Time Inference: From Training to Edge Deployment

A production-focused technical deep-dive from 9+ years of hands-on data science experience.

July 11, 2026 • Aryanto, M.Si

yolov5 edge-computing

Machine Learning for Precision Forestry: A Case Study in Satellite-Based Forest Monitoring

A detailed case study of applying machine learning to precision forestry — from satellite image processing and tree crown detection to health classification and measurable business impact.

July 11, 2026 • Aryanto, M.Si

forestry case-study