November 2017
Intermediate to advanced
304 pages
6h 58m
English
Content preview from Machine Learning with TensorFlow 1.x
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Problem 11 - Object Detection - YOLO
Project link: https://github.com/thtrieu/darkflow
Object detection is an interesting problem in Computer Vision. There are lots of methods to solve this problem. YOLO, by Joseph Redmon and others, is one of the state-of-the-art techniques. YOLO provides real-time object detection using deep neural networks. Version 2 of YOLO can recognize up to 9,000 different objects with high accuracy in real time. The original YOLO project is programmed in the darknet framework.
In TensorFlow, there is a great implementation of YOLO, called darkflow. The darkflow repository even has the utility that can allow you to export the model and serve on mobile devices.
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