Using existing datasets
Using existing datasets to help train models
Transferring from existing data
Sometimes we can find existing, free-to-use datasets in a close enough domain that we can use this resource to “pre-train” our model, before refining it with data from our smaller dataset. This transfer learning process is discussed in this video.
As an example, here is a collection of plant phenotyping image datasets from the Quantitative Plant website:
https://www.quantitative-plant.org/dataset.
This article is from the online course:
Experimental Design for Machine Learning
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