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aramcharan's Projects

cncycling icon cncycling

Carbon and nitrogen environmental trade-offs of winter rye cellulosic biomass in the Chesapeake Watershed

h2o-3 icon h2o-3

Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, GBM, GLM...)

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models icon models

Models and examples built with TensorFlow

newhall icon newhall

A Java implementation of the Newhall model for soil temperature and moisture regime determination. Given a year of monthly averages for precipitation and temperature at a location, the model will simulate the recharge and discharge of moisture through the underlying soil.

plantvillage icon plantvillage

Collection of scripts for image-based disease recognition in plants using transfer learning

soilgrids250m icon soilgrids250m

Global spatial predictions of soil properties and classes at 250 m resolution

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

us_parentmaterial icon us_parentmaterial

Code to process NASIS, SSURGO and DEM data to support spatial mapping of "parent material" at 100m resolution

us_soilgrids100m icon us_soilgrids100m

Complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and clay) and classes (taxonomic great group and particle size in the control section) for the Conterminous U.S.

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