Posts tagged #deep-learning

3 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

computer-vision remote-sensing

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 computer-vision

Transfer Learning in Practice: Domain Adaptation, Freezing Strategies, and Hard-Won Lessons

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

July 11, 2026 • Aryanto, M.Si

transfer-learning machine-learning