DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer

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Scalable logo recognition in real-world images

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www.ditto.us.com

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www.logograb.com

Logograb (founded in 2012) · 2012

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ImageNet Classification with Deep Convolutional Neural Networks

Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton · 2012

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Selective search for object recognition

J.R.R. Uijlings, K.E.A. van de Sande, T. Gevers, and A.W.M. Smeulders · 2012

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Decaf: A deep convolutional activation feature for generic visual recognition

Original

Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, and Trevor Darrell · 2013

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Rich feature hierarchies for accurate object detection and semantic segmentation

Ross B. Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014

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Caffe: Convolutional architecture for fast feature embedding

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Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, and Trevor Darrell · 2014

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Cnn features off-the-shelf: An astounding baseline for recognition

Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, and Stefan Carlsson · 2014

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Very deep convolutional networks for large-scale image recognition

Original

Karen Simonyan and Andrew Zisserman · 2014

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Going deeper with convolutions

Original

Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich · 2014