Smart Clean City Challenge -
CleanPath
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Bucher Municipal & Cortexia
HackZurich 19
Reinventing Street Cleaning
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The Cleaning Pipeline of Tomorrow
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Machine Learning Model
Interactive Visualization
Smart Planning
A new way to visualize smart cities
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Questions?
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Model Performance (Regression)
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*Results shown on validation set which accounts for 10% of total training data
Correlation
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Correlation
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Label Distribution
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Appendix
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The Cleaning Planning of Tomorrow
Computer Vision
Big Data
Efficient Deployment
Cleaning City Index on a street level is calculated by trash levels in sweepers path
Machine learning combines weather, events, venues around the area to determine future predictions
Bucher sweepers obtain optimal routes to clean the city (when needed)
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Confusion Matrix
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