Bikeable
Bikeable is the neural network that can create safety maps for any city, the technology that powers the Route Planner. predicting a safety score for any image, we may then create a safety map feeding thousands of points into the network.
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Our model was able to predict with 100% accuracy the safety scores for the top 5 safest and unsafest images from the Bikeable training dataset. Next step consists in validating our tool with unseen data.
Lisbon Safety Map
Bikeable will process 1 000 000 images distributed over 250 000 points from Lisbon. This will allow us to create, for the first time, a cycling safety map for a city with an unprecedented resolution of 20 meters.
