Part Localization using Multi-Proposal Consensus for Fine-Grained Categorization

22 Jul 2015Kevin J. ShihArun MallyaSaurabh SinghDerek Hoiem

We present a simple deep learning framework to simultaneously predict keypoint locations and their respective visibilities and use those to achieve state-of-the-art performance for fine-grained classification. We show that by conditioning the predictions on object proposals with sufficient image support, our method can do well without complicated spatial reasoning... (read more)

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