Disclaimer: Of course not a deep learning project. Click bait!! Haha.. The data we will be dealing with is similar to a normal Machine learning project. But this procedure can be implemented to large dataset as well.
Types of Potato Crop Diseases: a. Early Blight b. Late Blight Steps for an End-to-end project:
- Data collection — tf dataset, data augmentation
- Data Preprocessing
- Modeling — we use CNN 3.1. then export the trained model into our disk 3.2. we use MLops method like tf serving. tf serving will be called from fast API.
Link to Blog: https://medium.com/@chaitanya17.sai/potato-disease-deep-learning-project-9afbc69a9e9d