totti0223/deep_learning_for_biologists_with_keras
tutorials made for biologists to learn deep learning
This project offers practical tutorials to help biologists, especially in plant science and agriculture, learn how to use deep learning for image analysis. You'll use readily available biological image datasets, such as rice seeds, flowers, or agricultural fields, and learn to build models that can classify or segment these images. This is ideal for researchers, botanists, or agricultural scientists looking to apply advanced image analysis techniques without needing deep theoretical programming knowledge.
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Use this if you are a biologist with image analysis needs and want a hands-on introduction to deep learning using real-world biological data, without needing to set up a complex computational environment.
Not ideal if you are looking for in-depth explanations of the mathematical calculations or theoretical foundations behind deep learning algorithms.
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May 27, 2019
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