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salmon-scale

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emoen / Deep-learning-for-salmon-scales

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Fish scales constitute a valuable source of information about individual life histories, but correctly extracting this information requires a highly skilled expert. Here, we train a deep convolutional neural network architecture EfficientNet B4 on a set of about 9000 salmon scale images, and show that it attains good performance on predicting a …

machine-learning tensorflow keras cnn cnn-classification cnn-regression salmon-scale efficientnet-b4 sea-age salmon-scales
  • Updated Oct 4, 2022
  • Python

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