Deep Visual-Semantic Alignments for Generating Image Descriptions

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Presentation transcript:

Deep Visual-Semantic Alignments for Generating Image Descriptions Haotian Xu

Roadmap Overview Technical Approach Evaluation

Overview To generate dense and free-form descriptions of images

Overview Contributions 1) Infer region-word alignments 2) Generate model of images descriptions 3) Generate region-level descriptions

Technical Approach Inferring Alignments

Technical Approach

Technical Approach Infer word alignment

Technical Approach Generate descriptions

Technical Approach Generate region-level descriptions

Evaluation

Evaluation -- Alignment

Evaluation -- Description

Evaluation –- Region Level

Thanks!

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