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A geospatial raster processing library for machine learning

Home Page: https://raster4ml.readthedocs.io

License: MIT License

Python 100.00%
agriculture-research data-science geospatial-data machine-learning python remote-sensing vegetation vegetation-index

raster4ml's Introduction

Hi there ๐Ÿ‘‹, my name is Sourav Bhadra

Data Scientist

Geospatial Data Scientist

I am passionate about applying geospatial data science, remote sensing, unmanned aerial vehicles and machine learning in answering critical issues related to agriculture, food security, nautal resources, and urban dynamics. My goal is to combine the knowledge of physical remote sensing and data-driven machine learning techniques, so there can be robust applicability or reproducibility of the model worldwide.

I interchangeably use Python, MATLAB, R, JavaScript, ArcGIS, and ENVI to support geospatial and data science tasks to analyze, model and visualize different types of data. In short, if there is remotely sensed images, geospatial data, and an ocean of unanswered questions, I am ready to dive in...

Skills: Python / Machine Learning / Remote Sensing / GIS / UAV

  • ๐Ÿ”ญ Iโ€™m currently working on raster4ml
  • ๐ŸŒฑ Iโ€™m currently learning python package publishing
  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on open source python packageto handle geospatial machine learning
  • ๐Ÿ’ฌ Ask me about uav, remote sensing, machine learning
  • ๐Ÿ˜„ Pronouns: He/His

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raster4ml's Issues

CRS error

Hi,

I've downloaded the same data as yours and ran the code but i am getting this error.

"CRSError: Invalid projection: : (Internal Proj Error: proj_create: unrecognized format / unknown name)"

The crs I'm getting is in WKT format somehow

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