app.py

import gradio as gr
from PIL import Image
import hopsworks

project = hopsworks.login(project="SonyaStern_Lab1")
fs = project.get_feature_store()

dataset_api = project.get_dataset_api()

dataset_api.download("Resources/images/confusion_matrix_diabetes_gan.png")
dataset_api.download("Resources/images/df_diabetes_recent.png")

with gr.Blocks() as demo:
    with gr.Row():
        with gr.Column():
            gr.Label("Recent Prediction History")
            input_img = gr.Image("df_diabetes_recent.png", elem_id="recent-predictions")
        with gr.Column():
            gr.Label("Confusion Maxtrix with Historical Prediction Performance")
            input_img = gr.Image(
                "confusion_matrix_diabetes_gan.png", elem_id="confusion-matrix"
            )

print("launching the app")
demo.launch()