Presentation201606(The Sketchy Database-Learning to Retrieve Badly Drawn Bunnies)

《The Sketchy Database-Learning to Retrieve Badly Drawn Bunnies》PPT/Video/Related work… 百度云
PPT是博主的,非作者

Goal

Learn the correspondence between human sketches and photographic objects

What
  • The Sketchy database
    (the first large-scale collection of sketch-photo pairs)

crowd workers, sketch objects
train cross-domain convolutional networks

  • Fine-grained sketch retrieval
Contributions

Develop a crowd data collection technique
- The Sketchy database contains 75,471 sketches of 12,500 objects spanning 125 categories.
Demonstrate the first deep learning approach to sketch based image retrieval.
-Learn a common feature space for sk

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