Introduction to the Accuracy Assessment workflow
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- Опубликовано: 11 сен 2024
- DATA is available on the Trimble Learn platform: learn.trimble....
Accuracy Assessment is a crucial step in each classification workflow. It does not matter which method you used to extract / classify features. If you do not know how accurate your results are, your results are meaningless. Therefore comparing your results with ground truth (validation) data is highly recommended!
To assess your accuracy, simply do an accuracy assessment creating a confusion matrix (error matrix) directly in eCognition Developer. The AA workflow in eCognition is super easy to set up and can be implemented directly in the Rule Set (you will be puzzled). Additionally, you are also able to evaluate the accuracy across a whole workspace (multiple projects) automatically. You will get an confusion matrix for each single project, but also an aggregated across all projects in your workspace! This means you set the Rule Set up once and you can run it across hundreds of hundreds of projects. The resulting confusion matrix can be exported as CSV file or simply displayed in eCognition using the Accuracy Assessment tool in the Software.
_____________Video Content________________
00:00 - Introduction & Theory
04:03 - Overview of different workflows
07:52 - Open workspace
08:45 - #1 point vector (object based)
16:52 - #2 point vector (pixel based)
18:55 - #3 point vector (object variable)
21:37 - #4 polygon vector (object based)
28:18 - #5 polygon vector (pixel based)
30:13 - #6 point vector (object based) WORKSPACE
36:43 - Conclusion
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