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carpentries-incubator / intro-image-classification-cnn

new lesson on image classification with convolutional neural networks
https://carpentries-incubator.github.io/intro-image-classification-cnn/
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add discussion on transfer learning #39

Open erinmgraham opened 1 month ago

erinmgraham commented 1 month ago

Ep 06 add discussion on transfer learning and/or give practical examples of where to go to find out how more

erinmgraham commented 4 weeks ago

Andrew: On transfer learning: there are pretrained models such as ResNet that can be used to for generic classification problems. The pretrained parts of the model can be thought of as being trained to find properties / patterns in images, which then are combined to make new predictions based on these pretrained feature detectors. This would overcome some of the concerns about transfer learning that were raised