Hivemapper
Staff Software Engineer - Machine Learning
San Francisco, CAonsite
Skills
Computer VisionMachine LearningImage ProcessingObject DetectionClassificationTrackingLocalization3D ReconstructionVector embeddingsClusteringPredictionsUnsupervised MethodsEnsemble MethodsGraph Optimization
About the role
Staff Software Engineer - Machine Learning San Francisco, CA Engineering / Full-time / On-site Hivemapper is a decentralized global mapping data network built by 10s of thousands of people. At any given time, many 1000s of dashcams are collecting high-quality sensor data somewhere in the world and performing various computations at the edge, including state of the art computer vision tasks. 1000s of other contributors participate as AI Trainers, annotating and confirming the output of ML models. 2024 will see us 10x the number of contributors to the network. High-resolution imagery, GNSS, IMU, and other data, are then promptly uploaded for further processing and analysis (sensor fusion, 3D reconstruction, ML, human-in-the-loop annotation, etc.). Today, different data API products allow transparent and programmatic access for anyone to consume high-resolution imagery and sensor data, precisely extracted Map Features (speed signs, turn restrictions, highway signs, etc.). New data product
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