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Machine Vision: classifying plankton images in 120 species. The program includes feature extraction and classification using feed-forward neural networks. Full .pdf description file included.

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The-Machine-can-see-you

Objective of the program: bulding a classifier to categorize plankton images of 120 different species. How: Various methods of image processing and feature extraction. As classifier, a feed-forward and a convolutional neural networks have been build

Documents contained:

  • feed_forward.py: the .py file for feature extraction and the feed-forward NN
  • convolutional.py: the .py file for feature extraction and the convolutional NN
  • Machine Vision.pdf: the whole document describing theory and the programs.

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Machine Vision: classifying plankton images in 120 species. The program includes feature extraction and classification using feed-forward neural networks. Full .pdf description file included.

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