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Image Captioning

Image Captioning. Devi Parikh School of Interactive Computing. Task. A cow is standing in the field. Considerations. How to “translate” from image to caption? Where in the image should I look? What should I say? In what order? For what downstream goal am I describing the image?

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Image Captioning

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  1. Image Captioning Devi Parikh School of Interactive Computing

  2. Task A cow is standing in the field.

  3. Considerations • How to “translate” from image to caption? • Where in the image should I look? • What should I say? In what order? • For what downstream goal am I describing the image? • How should I evaluate?

  4. Task A cow is standing in the field.

  5. Task This is a close up of a brown cow.

  6. Task There is a brown cow with long hair and two horns.

  7. Task There are two trees and a cloud in the background of a field with a large cow in it.

  8. Considerations • How to “translate” from image to caption? • Jiasen, Rama • Where in the image should I look? • Jiasen • What should I say? In what order? • Jiasen, Ashwin, Arjun, Rama • For what downstream goal am I describing the image? • Rama, Arjun • How should I evaluate? • Rama, Ashwin

  9. Questions?

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