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Agricultural Impacts Research Group's Projects

activemapper icon activemapper

Code and data for the paper "High resolution, annual maps of field boundaries for smallholder-dominated croplands at national scales"

cloud-free-planet icon cloud-free-planet

A dockerized, elastic container service for cloud filtering and downloading Planet imagery

cloudtools icon cloudtools

Python package for working with cloud resources

croplandbias icon croplandbias

Repository for "A Large-Area, Spatially Continuous Assessment of Land Cover Map Error and Its Impact on Downstream Analyses"

croptypemapper icon croptypemapper

RNN-based models for mapping crop types using single pixel time series of Sentinel-1 and 2

ecoscales icon ecoscales

Repo for "The Spatial and Temporal Domains of Modern Ecology"

geog190 icon geog190

Syllabus and policies for Clark University's GEOG190

imager icon imager

Repo for imager compositer code

images-to-osm icon images-to-osm

Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.

labeller icon labeller

Custom labelling platform designed for field boundary delineation

lacunalabels icon lacunalabels

Processing and analysis of Africa-wide field boundary labels created for the Lacuna Fund.

learner icon learner

Machine learning component of the active learning platform

mask_rcnn icon mask_rcnn

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

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