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Chris's Projects

covid19model icon covid19model

Code for modelling estimated deaths and cases for COVID19.

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dotspatial icon dotspatial

Geographic information system library written for .NET

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

lambda-arch icon lambda-arch

Applying the Lambda Architecture with Spark, Kafka, and Cassandra.

leaflet icon leaflet

JavaScript library for mobile-friendly interactive maps

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

pixel_level_land_classification icon pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

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