Me and my partner have created a working algorithm machine learning algorithm, but we are having trouble with image processing for deployment

Question

Here is the code we are using to deploy our algorithm using the Gradio UI.

import gradio as gr
import tensorflow as tf
import numpy as np
import requests
impo