fmpr / CrowdLayer

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Date Created 2017-11-12 (7 years ago)

Commits 13 (last one 3 years ago)

Stargazers 67 (0 this week)

Watchers 2 (0 this week)

Forks 20

License gpl-3.0

Ranking

RepositoryStats indexes 595,856 repositories, of these fmpr/CrowdLayer is ranked #385,877 (35th percentile) for total stargazers, and #485,301 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #9,818/17,543.

fmpr/CrowdLayer is also tagged with popular topics, for these it's ranked: deep-learning (#6,154/8512), tensorflow (#1,752/2255), keras (#600/794), deep-neural-networks (#483/634), image-classification (#284/399), named-entity-recognition (#181/222)

Other Information

fmpr/CrowdLayer has 1 open pull request on Github, 1 pull request has been merged over the lifetime of the repository.

Github issues are enabled, there are 2 open issues and 0 closed issues.

Homepage URL: http://www.fprodrigues.com/publications/deep-crowds/

All Topics

crowd keras tensorflow crowdsourcing deep-learning text-regression sequence-labeling multiple-annotators deep-neural-networks image-classification named-entity-recognition

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updated: 2024-09-29 @ 12:42pm, id: 110454558 / R_kgDOBpVnHg