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1722332572
V2EX  ›  Python

object_detection_with_tensorflow:使用 google 物体识别的 api 来识别电影里面的物体 [生活大爆炸为例]

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  •   1722332572 · Oct 23, 2017 · 3835 views
    This topic created in 3265 days ago, the information mentioned may be changed or developed.

    使用 google 物体识别的 api 来识别电影里面的物体。目前可以做到每秒 30 帧。

    https://github.com/scotthuang1989/object_detection_with_tensorflow

    http://www.tensorflownews.com/wp-content/uploads/2017/10/QQ20171022-0-1.jpg

    分享自 TensorFlow QQ 群的彼岸:314148034

    Target

    detect people in a video or from camera. can choose what detection method we are using. Project Structure

    From google

    object label and detecion api data object_detection My module

    myutil: help function object_detection_tf.py: main module for detecting object Usage

    run following command python object_detection_tf.py -v /home/scott/Videos/S11E03.mp4

    you need replace the video file with your choice Current Status

    on my nvidia 1060 (6GB RAM ), the speed is ~25 frame per second, but gpu utilization is below 30%, I will use multiprocessing to speed up.

    更多机器学习资源: http://www.tensorflownews.com/

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