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A comment on Google Cloud Vision API enters Beta. Parent comment
Google's Inception v3 pre-trained image recognition model is open source: https://www.tensorflow.org/versions/r0.7/tutorials/image_rec...
That's the hard part because as you note this is computational intensive (the training data is actually open source as the ImageNet dataset)
There is existing code for the others part that perform pretty adequately (with the possible exception of landmark detection).
Eg:
Face detection: http://docs.opencv.org/master/d7/d8b/tutorial_py_face_detect...
Logo Detection: http://www.pyimagesearch.com/2015/01/26/multi-scale-template...
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Google's Inception v3 pre-trained image recognition model is open source: https://www.tensorflow.org/versions/r0.7/tutorials/image_rec...
That's the hard part because as you note this is computational intensive (the training data is actually open source as the ImageNet dataset)
There is existing code for the others part that perform pretty adequately (with the possible exception of landmark detection).
Eg:
Face detection: http://docs.opencv.org/master/d7/d8b/tutorial_py_face_detect...
Logo Detection: http://www.pyimagesearch.com/2015/01/26/multi-scale-template...