Code & Data

building-footprint-segmentation

A Python library for building footprint segmentation from satellite and aerial imagery. Utilizes advanced image processing techniques to accurately identify and extract building footprints from images.

Kaizen

A Python and GIS-based library designed to tackle the issue of overlapping and intersecting road and building footprints in the map-making process. Utilizes advanced map-matching algorithms to improve the accuracy and precision of digital maps.

projkit

Library designed to simplify camera projection tasks and calculations, particularly when working with image predictions and 3D point cloud data. This library provides functions to effectively incorporate point cloud data with image predictions.

ttAugment

A Python and deep learning library that performs image augmentation during inference and aggregates the results to create a final output. Enhances the robustness and generalization capabilities of deep learning models.

shape-merge

A Python and GIS-based library for finding and merging geometries that intersect with their neighbors. Enables efficient and accurate data processing and analysis in GIS applications.

py-oneliner

A Python library for single-line console printing across a project, to avoid unnecessary console output. Improves code readability and organization.

image-fragment

A Python and GIS library for dividing images into multiple fragments, with the ability to re-merge fragments back to the original image. Allows for easy manipulation and processing of large images in GIS applications.

gtkit

GTKit (GIS Toolkit) is a library designed to streamline GIS (Geographic Information System) releated tasks. Whether it is geometry, GeoDataFrames, images, or mathematical operations, GTKit provides a set of commonly used methods and operations to simplify your workflow. This utility has been curated to include some of the regularly used methods and operations that I, frequently employ.