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Scalable Object Detection using Deep Neural Networks
Dumitru Erhan, Christian Szegedy, Alexander Toshev +1
Deep convolutional neural networks have recently achieved state-of-the-art performance on a number of image recognition benchmarks, including the ImageNet Large-Scale Visual Recogn…
Deep Convolutional Ranking for Multilabel Image Annotation
Yunchao Gong, Yangqing Jia, Thomas Leung +2
Multilabel image annotation is one of the most important challenges in computer vision with many real-world applications. While existing work usually use conventional visual featur…
DeepPose: Human Pose Estimation via Deep Neural Networks
Alexander Toshev, Christian Szegedy
We propose a method for human pose estimation based on Deep Neural Networks (DNNs). The pose estimation is formulated as a DNN-based regression problem towards body joints. We pres…