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image yield prediction using machine learning

I am working on a crop prediction task, So I’m predicting using images. specifically using the Inception Model, this Crop has different varieties. I tried plotting the actual yield against the predicted yield and drawing the error bars, but the plot was stationary to a margin. I tried augmentation and still had the same issue.