eCognition Deconstructed Generate labeled sample patches











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Learn about how to use the Generate labeled sample patches algorithm especially looking at the implemented Sample Augmentation parameters since v10.3 in the Trimble eCognition Software. • This algorithm creates sample image patches and exports training samples with a label that can be used for training of a convolutional neural network in eCognition. The image patches for the sample generation are randomly selected from all pixels in the image object domain and exported and saved to a selected folder. Optionally, sample augmentation can be applied to expand the training samples artificially to improve performance and ability of the model. • Please find more information, data rule sets and discussions in our eCognition Knowledge Base: https://support.ecognition.com/hc/en-us • _____________Video Content________________ • 00:00​​​​ - Introduction Theory • 01:00 - Hands-On • 04:40 - Sample Augmentation

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