Shypd.aiThe largest open index of AI toolswhereami is an AI tool that uses WiFi signals and machine learning to predict your precise indoor location. It can distinguish between locations just a few meters apart, like different couches in a room.
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whereami is an open-source AI tool that leverages WiFi signals and machine learning, specifically sklearn's RandomForest, to accurately predict your indoor location. It's designed to work even for small distances, enabling precise localization within 2-10 meters, such as differentiating between two specific spots in a room. The tool is cross-platform, supporting OSX, Windows, and Linux, and builds upon the `access_points` package for cross-platform WiFi scanning. Users can train the model by taking samples at different locations and then predict their current position. It offers functionalities like learning new locations, listing learned locations, cross-validating accuracy, and predicting the most likely location or probabilities per class. The tool also provides Python API access for integration into other applications.
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