init - 初始化项目
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doc/tutorials/dnn/dnn_yolo/dnn_yolo.markdown
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YOLO DNNs {#tutorial_dnn_yolo}
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===============================
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@tableofcontents
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@prev_tutorial{tutorial_dnn_android}
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@next_tutorial{tutorial_dnn_javascript}
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| | |
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| -: | :- |
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| Original author | Alessandro de Oliveira Faria |
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| Compatibility | OpenCV >= 3.3.1 |
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Introduction
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------------
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In this text you will learn how to use opencv_dnn module using yolo_object_detection (Sample of using OpenCV dnn module in real time with device capture, video and image).
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We will demonstrate results of this example on the following picture.
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Examples
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--------
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VIDEO DEMO:
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@youtube{NHtRlndE2cg}
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Source Code
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-----------
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Use a universal sample for object detection models written
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[in C++](https://github.com/opencv/opencv/blob/master/samples/dnn/object_detection.cpp) and
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[in Python](https://github.com/opencv/opencv/blob/master/samples/dnn/object_detection.py) languages
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Usage examples
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--------------
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Execute in webcam:
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@code{.bash}
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$ example_dnn_object_detection --config=[PATH-TO-DARKNET]/cfg/yolo.cfg --model=[PATH-TO-DARKNET]/yolo.weights --classes=object_detection_classes_pascal_voc.txt --width=416 --height=416 --scale=0.00392 --rgb
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@endcode
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Execute with image or video file:
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@code{.bash}
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$ example_dnn_object_detection --config=[PATH-TO-DARKNET]/cfg/yolo.cfg --model=[PATH-TO-DARKNET]/yolo.weights --classes=object_detection_classes_pascal_voc.txt --width=416 --height=416 --scale=0.00392 --input=[PATH-TO-IMAGE-OR-VIDEO-FILE] --rgb
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@endcode
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Questions and suggestions email to: Alessandro de Oliveira Faria cabelo@opensuse.org or OpenCV Team.
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doc/tutorials/dnn/dnn_yolo/images/yolo.jpg
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doc/tutorials/dnn/dnn_yolo/images/yolo.jpg
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