99-ML-Learning-Projects
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[EXE] Implementing U-Net for Image Segmentation
Learning Goals 1.) Downloading dataset from PlantVillage and doing annotations for segmentation. 2.) Implementing the U-Net architecture from scratch in Tensorflow.
Exercise Statement Implement U-Net architecture for Plant Leaf Disease Detection.
Prerequisites Deep-Learning, Convolutional Neural Networks.
Data source/summary PlantVillage Dataset (https://www.kaggle.com/emmarex/plantdisease)
Suggest/Propose Solutions I have implemented the solution and would like to contribute here. If someone could assign me the issue, I can create a pull request then.
I have worked a similar project on electrical substation masking. And I would like to contribute with the same