datitran / object_detector_app

Real-Time Object Recognition App with Tensorflow and OpenCV

Home Page:https://medium.com/towards-data-science/building-a-real-time-object-recognition-app-with-tensorflow-and-opencv-b7a2b4ebdc32

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Can i detect on my own video?

babymilo opened this issue · comments

Can i detect on my own video?

Yes sure have a look at this code snippet. You just need to replace the video source with your video.

I got error when i running your code .
Traceback (most recent call last):
File "po.py", line 70, in
tf.import_graph_def(od_graph_def, name='')
File "/Users/PEE/tensorflow/lib/python2.7/site-packages/tensorflow/python/framework/importer.py", line 258, in import_graph_def
op_def = op_dict[node.op]
KeyError: u'TensorArrayV3'

Hey this seems to be related to this issue: tensorflow/models#1603. I also use Python 3.5 so probably this is because you're using 2.7.

I try to running with Python 2.7 again.It work!

Thank you very much

How to detect with Traffic Sign?

Well you need to train a model that is able to detect traffic signs. Either you collect the data by yourself and then you fine-tune it (also check my new article on how to do it) or you need to research if there is a already a dataset for this and then also do the fine-tuning.