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Update app.py
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app.py
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@@ -125,8 +125,7 @@ def predict(classification_mode, image):
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description = """
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<center><img src="https://huggingface.co/spaces/zklee98/SolarPanelAnomaly/resolve/main/images/dronePV_picture.jpg" width=270px> </center><br>
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<center>This program identifies the type of anomaly found in solar panel using an image classification model and
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<center> the percentage of the affected area using an image segmentation model.</center><br><br><br>
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<center> Step 1: Choose classification mode > Step 2: Upload your image > Step 3: Click Submit </center><br>
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<center><i><b>(Models are trained on <a href="https://ai4earthscience.github.io/iclr-2020-workshop/papers/ai4earth22.pdf">InfraredSolarModules</a> dataset, and hence expect infrared image as input)</b></i></center>
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"""
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@@ -141,6 +140,6 @@ gr.Interface(fn=predict,
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title='Solar Panel Anomaly Detector',
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description=description,
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examples=[['Binary Classification', '4849.jpg'], ['Multiclass Classification', '4849.jpg'],
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['Binary Classification', '7016.jpg'], ['Multiclass Classification', '
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cache_examples= False,
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article= '<center>by <a href="https://www.linkedin.com/in/lzk/">Lee Zhe Kaai</a></center>').launch()
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description = """
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<center><img src="https://huggingface.co/spaces/zklee98/SolarPanelAnomaly/resolve/main/images/dronePV_picture.jpg" width=270px> </center><br>
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<center>This program identifies the type of anomaly found in solar panel using an image classification model and the percentage of the affected area using an image segmentation model.</center><br><br><br>
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<center> Step 1: Choose classification mode > Step 2: Upload your image > Step 3: Click Submit </center><br>
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<center><i><b>(Models are trained on <a href="https://ai4earthscience.github.io/iclr-2020-workshop/papers/ai4earth22.pdf">InfraredSolarModules</a> dataset, and hence expect infrared image as input)</b></i></center>
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"""
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title='Solar Panel Anomaly Detector',
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description=description,
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examples=[['Binary Classification', '4849.jpg'], ['Multiclass Classification', '4849.jpg'],
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['Binary Classification', '7016.jpg'], ['Multiclass Classification', '/images/10000.jpg']],
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cache_examples= False,
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article= '<center>by <a href="https://www.linkedin.com/in/lzk/">Lee Zhe Kaai</a></center>').launch()
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