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import gradio as gr | |
from PIL import Image | |
import hopsworks | |
import os | |
project = hopsworks.login(api_key_value=os.environ['UNI_HOPSWORKS_API_KEY']) | |
fs = project.get_feature_store() | |
dataset_api = project.get_dataset_api() | |
dataset_api.download("Resources/images/df_recent.png") | |
dataset_api.download("Resources/images/confusion_matrix.png") | |
with gr.Blocks() as demo: | |
with gr.Row(): | |
with gr.Column(): | |
gr.Label("Recent Prediction History") | |
input_img = gr.components.Image("df_recent.png", elem_id="recent-predictions") | |
with gr.Column(): | |
gr.Label("Confusion Maxtrix with Historical Prediction Performance") | |
input_img = gr.components.Image("confusion_matrix.png", elem_id="confusion-matrix") | |
demo.launch() | |