[P] Deploying a working model on the server.
I recently developed a CNN to analyse and cut images (image text documents). I saved the entire network locally as “.h5” extension and whenever I have to use it I call it. I also use “pytesseract” (OCR Library) to extract data from the cutouts. I have created a data frame using pandas where I append the results from tesseract to maintain the logs. Currently, I am using Jupyter notebook.
I want to upload it all on the server to automate this process so I can daily check the DataFrame without the hassle of running all the notebooks. I currently have a subscription for DigitalOcean’s server.
Any leads or help on how to do this will be appreciated.