This is a workshop to teach reader understand fundamentals of computer vision and improve existing solutions with Intel's HW and SDK's.
Following agenda will be followed:
Agenda:
HW Requirements
Intel NUC (6th gen or above)
Intel Movidius Stick or UP Ai Core
SW Requirements
Ubuntu 16.04
python 3. (opencv-python, numpy, matplotlib)
Introduction to OpenCV
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Computer Vision Fundamentals with OpenCV OpenCV Overview
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Run OpenCV Realtime Object Detection with DNN Object Detection
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Realtime Object Detection with OpenCV RealTimeObjectDetection
Introduction to NCSDK
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Introduction to Movidius, Myriad Movidius Overview
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Introduction to NCSDK: get SDK, install, run samples. Movidius Overview
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Realtime Object Detection with OpenCV using Movidius NCSDK Inferrence RealTimeObjectDetection
Introduction to OpenVino
OpenVino Presentations can be accessed from: https://github.com/intel-iot-devkit/smart-video-workshop/tree/master/presentations
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Introduction to Intel OpenVino OpenVino Overview
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OpenVino Model Optimizer Tutorial (Yolo Model with Caffe/Tensorflow) OpenVino Overview
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RealTimeObjectDetection with OpenVino (Inference Engine, Media SDK, OpenCV)