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webly-supervised

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Unverified
57480b95fcd7159002fe10095ebd2c44384ea904

add links to the project page.

committed 6 years ago
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8811af611a40bd0bb1b2d2e709dda2382d34ec33

update readme.

committed 6 years ago
Unverified
9f157b8d9f3397f5b13344bfd3722c0fdf5580b6

add subcategory discovery code.

committed 6 years ago
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879584c353e2c63389e6a06effb89fd7313b71ee

add the loss layer.

committed 6 years ago
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878c145ccc35df122598d15d4ceb1d8e4177264b

Initial commit

eendernewton committed 7 years ago

README

The README file for this repository.

webly-supervised

Legacy code recovered from the project done for the webly-supervised network paper.

Please see the project website here, which includes models and data.

The code is divided into two parts:

  1. layers folder contains the loss function implemented to encode the relationship graph. Specifically, it computes the cross entropy between the soft-max output and the smoothed target category.

  2. subdiscover folder contains the code used to extract fc7 features for subcategory discovery -- finding bounding boxes of a category given weak, noisy (that is, webly) supervision of category labels for the entire image.