Processing for validation / algorithm incorporation Sample Clauses

Processing for validation / algorithm incorporation. One of the key research areas of Citizen Science, and Virtual Citizen Science (VCS) in particular, is the role of the volunteer when working in conjunction with an automated process. As such, it is of high interest to the Zooniverse development team, and as explained in section 2.3 there are several ways in which we can explore the issue. Panoptes already facilitates two of these (not informing the volunteer, and giving algorithmic results via the manifest file) but for the direct annotation of imagery code has been developed to process the imagery beforehand. Again the code relies on ImageMagick commands, and can be accessed via the iMars GitHub repository (5.1). An example of the resulting annotated imagery is also included (Figure 3.1). The datasets produced by WP6 (Change detection from data mining and validation) will help inform how best to utilise volunteer work in the pipeline, and indeed what is feasible to achieve in terms of the amount of volunteer analysis is required.
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