Change Detection of Kathmandu Valley using different Machine Learning classifiers like Random Forest (RF), Support Vector Machine(SVM) and Classification and Regression Tree (CART).

SFP BFP VFP

Spectral indices are combinations of spectral reflectance from two or more wavelengths that indicate the relative abundance of features of interest.

Semantic image Segmentation to achieve building footprints of the old cluster area of Nepal like Bhaktapur Municipality, Thimi , and etc.

PSM Installation in Australia

Geospatial Analysis on the to explore spatial patterns, relationships, and trends on districtwise dengue cases, population, population density, average temperature, and precipitation,

Semantic image segmentation to extract the road from the high resolution satellite imagery.

This is a tool to extract building footprints using instance segmentation.

This is a tool for closed traverse with two known coordinates, included angle and distance between the station.

This is a QGIS plugin to segment building polygon from the images provided.

HPP is a surveying method used to measure the exact location of the hidden survey point when there is obstructions like trees, walls, or buildings. It is also mainly used to measure the elevation of the sewer inlet and outlet pipe where the target cannot be held straight.

Spectral index for detecting urban and built up areas based on the red and blue bands.

Automative map production and managing map layouts programmatically.

XML-based open standard to represent 3D city models.

ResNet is a deep convolutional neural network used in computer vision which addresses the vanishing gradient problems.

Bhaktapur Buildings Dataset consists of 10000 aerial images of the Bhaktapur area, with each of the images being 300x300 pixels for an area of 800 square meters.

You Only Look Once (YOLO)

The signs of climate change are evident, with the melting of the snow in the permafrost region indicating a clear warning.

ABC, located in Annapurna region, is a popular trekking destination in Nepal. The trek is renowned for its stunning views, diverse landscapes, rich cultural experiences, and relatively moderate difficulty, making it accessible to a wide range of trekkers.

Langtang Valley Trek stands out as my favorite trekking destination, located north of Kathmandu.