Deep learning for the classification of seed plants

Contract type:Independent development project
Client:Gerrit Tombrink
Task:Development of a CNN for the classification of seed plants
Time period:2019
Technologies:Python, Pandas, Numpy, Pytorch, Fastai, Jupyter Notebook, Linux

This artificial neural network (ANN) in the field of computer vision – for the automatic classification of seed plants – was developed on the basis of the fastai v1 library (see https://github.com/fastai/course-v3/blob/master/nbs/dl1 /lesson2-download.ipynb). The automatic classification of the seed plants (spermatophytes) takes place according to the recent groups (see: https://en.wikipedia.org/wiki/Spermatophyte ).

The project can be viewed on GitHub.

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