I will apply deep learning in satellite imagery for segmentation and object detection

Nepal

I speak English, Nepali, Hindi

6 orders completed

GIS and Remote Sensing Expert

I help you get accurate, clean, and ready-to-use GIS data. I am a Geomatics Engineer experienced in QGIS, ArcGIS, satellite imagery, UAV & LiDAR processing. I specialize in digitization, spatial analy...
About this Gig

Unlock the full potential of your satellite imagery with Deep Learning!

I specialize in GeoAI and Deep Learning for remote sensing, providing accurate feature extraction, segmentation, and object detection from satellite and UAV imagery. My services are ideal for:

  • Land cover segmentation: forests, water bodies, urban areas, vegetation
  • Object detection: buildings, roads, vehicles, or any specific targets
  • Change detection: comparing temporal imagery to monitor environmental or urban changes
  • Feature extraction: terrain, hydrological, or geological features
  • I use state-of-the-art Deep Learning models such as U-Net, Mask R-CNN, YOLO, and CNN-based architectures to deliver high-accuracy results.

Why choose me?

  • Expertise in Deep Learning for geospatial data
  • Strong background in GIS, Remote Sensing, UAV & LiDAR data
  • Experience with Google Earth Engine, ArcGIS, QGIS, Pix4D, Python, and TensorFlow/PyTorch
  • Deliverables include segmentation maps, object detection outputs, shapefiles, GIS layers, and detailed reports

Whether its environmental monitoring, urban planning, or hydrological studies, I turn complex satellite data into actionable, ready-to-use insights.

Expertise:

Image processing

Classification

Decision trees

Programming language:

Python

Tools:

Jupyter Notebook

TensorFlow

Frameworks:

Scikit-learn

Keras

TensorFlow

My Portfolio