文件列表:

LICENSE (1064, 2017-10-05)
__init__.py (0, 2017-10-05)
environment.yml (958, 2017-10-05)
object_detection (0, 2017-10-05)
object_detection\BUILD (5073, 2017-10-05)
object_detection\CONTRIBUTING.md (765, 2017-10-05)
object_detection\__init__.py (0, 2017-10-05)
object_detection\anchor_generators (0, 2017-10-05)
object_detection\anchor_generators\BUILD (1267, 2017-10-05)
object_detection\anchor_generators\__init__.py (0, 2017-10-05)
object_detection\anchor_generators\grid_anchor_generator.py (8499, 2017-10-05)
object_detection\anchor_generators\grid_anchor_generator_test.py (2950, 2017-10-05)
object_detection\anchor_generators\multiple_grid_anchor_generator.py (12824, 2017-10-05)
object_detection\anchor_generators\multiple_grid_anchor_generator_test.py (11513, 2017-10-05)
object_detection\box_coders (0, 2017-10-05)
object_detection\box_coders\BUILD (2281, 2017-10-05)
object_detection\box_coders\__init__.py (0, 2017-10-05)
object_detection\box_coders\faster_rcnn_box_coder.py (3837, 2017-10-05)
object_detection\box_coders\faster_rcnn_box_coder_test.py (4213, 2017-10-05)
object_detection\box_coders\keypoint_box_coder.py (6346, 2017-10-05)
object_detection\box_coders\keypoint_box_coder_test.py (5900, 2017-10-05)
object_detection\box_coders\mean_stddev_box_coder.py (2364, 2017-10-05)
object_detection\box_coders\mean_stddev_box_coder_test.py (2396, 2017-10-05)
object_detection\box_coders\square_box_coder.py (4276, 2017-10-05)
object_detection\box_coders\square_box_coder_test.py (4305, 2017-10-05)
object_detection\builders (0, 2017-10-05)
object_detection\builders\BUILD (9126, 2017-10-05)
object_detection\builders\__init__.py (0, 2017-10-05)
object_detection\builders\anchor_generator_builder.py (3078, 2017-10-05)
object_detection\builders\anchor_generator_builder_test.py (8189, 2017-10-05)
object_detection\builders\box_coder_builder.py (2313, 2017-10-05)
object_detection\builders\box_coder_builder_test.py (4008, 2017-10-05)
object_detection\builders\box_predictor_builder.py (4989, 2017-10-05)
object_detection\builders\box_predictor_builder_test.py (15071, 2017-10-05)
object_detection\builders\hyperparams_builder.py (6054, 2017-10-05)
object_detection\builders\hyperparams_builder_test.py (15480, 2017-10-05)
... ...

# Object-Detector-App A real-time object recognition application using [Google's TensorFlow Object Detection API](https://github.com/tensorflow/models/tree/master/research/object_detection) and [OpenCV](http://opencv.org/). ## Getting Started 1. `conda env create -f environment.yml` 2. `python object_detection_app.py` Optional arguments (default value): * Device index of the camera `--source=0` * Width of the frames in the video stream `--width=480` * Height of the frames in the video stream `--height=360` * Number of workers `--num-workers=2` * Size of the queue `--queue-size=5` ## Tests ``` pytest -vs utils/ ``` ## Requirements - [Anaconda / Python 3.5](https://www.continuum.io/downloads) - [TensorFlow 1.2](https://www.tensorflow.org/) - [OpenCV 3.0](http://opencv.org/) ## Notes - OpenCV 3.1 might crash on OSX after a while, so that's why I had to switch to version 3.0. See open issue and solution [here](https://github.com/opencv/opencv/issues/5874). - Moving the `.read()` part of the video stream in a multiple child processes did not work. However, it was possible to move it to a separate thread. ## Copyright See [LICENSE](LICENSE) for details. Copyright (c) 2017 [Dat Tran](http://www.dat-tran.com/).

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