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The perception domain gap refers to the variance between the characteristics of the sensors utilized in data acquisition and those deployed in production systems. This variance can significantly impact the performance of deep learning models, hindering their ability to interpret data accurately. With Anyverse's platform enriched by Sony's Image Sensor Models, developers can now mitigate this challenge, ensuring seamless integration of new data into production systems.
This collaboration reduces the industry's reliance on real-world data collection, streamlining go-to-market timelines and minimizing costs associated with physical testing. Developers no longer need to deploy sensors on numerous vehicles/devices for testing purposes; instead, they can access high-quality data and sensor models through Anyverse's platform, expediting the system's evaluation process or expanding the perception model's coverage.