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README.md

@@ -1,12 +1,13 @@
 ---
 title: Titanic Monitor
-emoji: 🦀
-colorFrom: gray
-colorTo: red
+emoji: 💻
+colorFrom: blue
+colorTo: pink
 sdk: gradio
-sdk_version: 3.10.1
+sdk_version: 3.8.2
 app_file: app.py
 pinned: false
+license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import gradio as gr
+from PIL import Image
+import hopsworks
+
+project = hopsworks.login(api_key_value="CDqcnm3gyfxjyCO8.TZwOClLOwCqDp33vX0P5Q2nsvNNyEhfBMArwNoPjnb9tUSSKq6I8X35HQ5D2tlJ7")
+fs = project.get_feature_store()
+
+dataset_api = project.get_dataset_api()
+
+dataset_api.download("Resources/images/latest_titanic.png")
+dataset_api.download("Resources/images/actual_titanic.png")
+dataset_api.download("Resources/images/df_recent_titanic.png")
+dataset_api.download("Resources/images/confusion_matrix_titanic.png")
+
+with gr.Blocks() as demo:
+    with gr.Row():
+      with gr.Column():
+          gr.Label("Today's Predicted Image")
+          input_img = gr.Image("latest_titanic.png", elem_id="predicted-img")
+      with gr.Column():          
+          gr.Label("Today's Actual Image")
+          input_img = gr.Image("actual_titanic.png", elem_id="actual-img")        
+    with gr.Row():
+      with gr.Column():
+          gr.Label("Recent Prediction History")
+          input_img = gr.Image("df_recent_titanic.png", elem_id="recent-predictions")
+      with gr.Column():          
+          gr.Label("Confusion Maxtrix with Historical Prediction Performance")
+          input_img = gr.Image("confusion_matrix_titanic.png", elem_id="confusion-matrix")        
+
+demo.launch()

requirements.txt

@@ -0,0 +1 @@
+hopsworks