Pattern Recognition and Image Analysis · 2016 · 304 citations · 33 references
ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningClassificationDeep LearningImage ClassificationObject DetectionObject RecognitionRepresentation LearningConvolutional Neural Network SegmentationDeep Edge DetectionDeep Feature ExtractionDeep Image FeaturesDeep Learning-based ClassificationFeature Pyramid NetworksObject ClassificationSupervised Image Classification
Deep learning methods for image classification and object detection are overviewed. In particular we consider such deep models as autoencoders, restricted Boltzmann machines and convolutional neural networks. Existing software packages for deep learning problems are compared.
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ImageNet Large Scale Visual Recognition Challenge
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