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Semantic Fisher Vectors for Scene Classification
(MIT SUN Dataset)

Examples of incorrect classification using the semantic Fisher vector representation are shown below. SVM scores were converted into probability vectors using scaling and softmax. Bar charts depict the probabilities of only the top 30 SUN classes, given the images, along with labels for the top 5.
ImageSoftmax of SVM scores