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GTC ON-DEMAND

Intelligent Machines, IoT & Robotics
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PIXEVIA: AI Based, Real-Time Computer Vision System for Drones and Smart Cities
Abstract:

Modern computing hardware and NVIDIA Jetson TX1 / TX2 performance create new possibilities for drones and enable autonomous AI systems, where image processing can be done on-board during flight or near the camera. We'll present how PIXEVIA system covers vision processing and AI tasks for drones, e.g., image stabilization, position estimation, object detection, tracking, and classification using deep neural networks, and self-evolvement after deployment. We'll describe software frameworks Caffe/Tensorflow with cuDNN, VisionWorks, and NVIDIA CUDA to achieve real-time vision processing and object recognition. Real-world use cases with drone manufacturers Aerialtronics and Squadrons Systems, and with smart city applications in Vilnius and Tallinn will be presented during this talk.

 
Topics:
Intelligent Machines, IoT & Robotics, Intelligent Video Analytics, Video & Image Processing
Type:
Talk
Event:
GTC Europe
Year:
2017
Session ID:
23320
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