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Day1-03-IIITHyderabad-QualcommVideo

May 7, 2024 | 11:28

Dynamic ML Model switching

Building on a TensorFlow mobile app foundation, our project introduces a novel approach to real-time object detection on Android, utilizing Qualcomm's HDK8550 Kit. It enables dynamic ML model switching, aiming better QoS by adapting to varying conditions. Key features include real-time performance metrics, adjustable runtime parameters, and support for models like MobileNetV1 and EfficientDet Lite series. This research paves the way for developing self-adaptive ML systems capable of seamless model switching, reflecting our research for adaptive, context-aware applications.

Qualcomm relentlessly innovates to deliver intelligent computing everywhere, helping the world tackle some of its most important challenges. Our leading-edge AI, high performance, low-power computing, and unrivaled connectivity deliver proven solutions that transform major industries. At Qualcomm, we are engineering human progress.

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