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GSoC ideas
To do
This list needs fleshing out. It should look kinda like something from this example list: http://community.kde.org/GSoC/2011/Ideas
Clashifier open source image classification
- Goal: identify wetlands species and/or oil contamination
- http://github.com/jywarren/clashifier
- GPLv3
Project: abstract Classifiers class to make different classifiers more pluggable
Description: Some structural changes are necessary to allow people to develop and add new classifiers to the system. It should be as easy as having a "classifier.classify()" function which accepts an RGB (or more colors) pixel value, or perhaps an image and x,y coordinates. Some of this work has been started in the /lib/ directory, but it will require some architectural changes.
- Prerequisites: Ruby/Rails, some familiarity with classification algorithms like naive bayes or cartesian, or anything else
- Difficulty level: medium
- Mentor: Jeff Warren (jeff@publiclaboratory.org)
Spectral Workbench open source spectral analysis
- Goal: spectrum pattern matching to identify oil contamination
- http://github.com/jywarren/spectral-workbench
- GPLv3
MapKnitter open source image rectification and GIS
- Goal: spectrum pattern matching to identify oil contamination
- http://github.com/jywarren/mapknitter
- GPLv3
open source live NDVI/NRG infrared vegetation analysis from an Android phone
- (based on code in https://github.com/jywarren/infrared-visible-video-kit)
- MIT license