nandovallec commited on
Commit
4cd2672
1 Parent(s): 48b2f62
Files changed (3) hide show
  1. README.md +6 -5
  2. app.py +31 -0
  3. requirements.txt +1 -0
README.md CHANGED
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  ---
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- title: Iris Monitor
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- emoji: 💩
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- colorFrom: yellow
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- colorTo: green
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  sdk: gradio
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- sdk_version: 3.9
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  app_file: app.py
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  pinned: false
 
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  ---
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+ title: Iris Monitoring
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+ emoji: 💻
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+ colorFrom: blue
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+ colorTo: pink
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  sdk: gradio
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+ sdk_version: 3.8.2
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  app_file: app.py
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  pinned: false
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+ license: apache-2.0
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ import hopsworks
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+
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+ project = hopsworks.login()
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+ fs = project.get_feature_store()
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+
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+ dataset_api = project.get_dataset_api()
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+
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+ dataset_api.download("Resources/images/latest_iris.png")
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+ dataset_api.download("Resources/images/actual_iris.png")
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+ dataset_api.download("Resources/images/df_recent.png")
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+ dataset_api.download("Resources/images/confusion_matrix.png")
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+
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+ with gr.Blocks() as demo:
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+ with gr.Row():
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+ with gr.Column():
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+ gr.Label("Today's Predicted Image")
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+ input_img = gr.Image("latest_iris.png", elem_id="predicted-img")
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+ with gr.Column():
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+ gr.Label("Today's Actual Image")
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+ input_img = gr.Image("actual_iris.png", elem_id="actual-img")
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+ with gr.Row():
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+ with gr.Column():
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+ gr.Label("Recent Prediction History")
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+ input_img = gr.Image("df_recent.png", elem_id="recent-predictions")
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+ with gr.Column():
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+ gr.Label("Confusion Maxtrix with Historical Prediction Performance")
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+ input_img = gr.Image("confusion_matrix.png", elem_id="confusion-matrix")
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+
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+ demo.launch()
requirements.txt ADDED
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+ hopsworks