ML Anthology

An Overview of Early Vision in InceptionV1

Chris Olah, Nick Cammarata, Ludwig Schubert, Gabriel Goh, Michael Petrov, Shan Carter
Distill 2020
doi:10.23915/distill.00024.002 /distill/2020/olah2020distill-overview/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Surveys the neurons in the first five layers of InceptionV1, organizing them into a taxonomy of neuron groups including edge detectors, texture detectors, and more complex pattern detectors that form a progression from simple to complex features.

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Cite

Text

Olah et al. "An Overview of Early Vision in InceptionV1." Distill, 2020. doi:10.23915/distill.00024.002

Markdown

[Olah et al. "An Overview of Early Vision in InceptionV1." Distill, 2020.](https://mlanthology.org/distill/2020/olah2020distill-overview/) doi:10.23915/distill.00024.002

BibTeX

@article{olah2020distill-overview,
  title     = {{An Overview of Early Vision in InceptionV1}},
  author    = {Olah, Chris and Cammarata, Nick and Schubert, Ludwig and Goh, Gabriel and Petrov, Michael and Carter, Shan},
  journal   = {Distill},
  year      = {2020},
  doi       = {10.23915/distill.00024.002},
  url       = {https://mlanthology.org/distill/2020/olah2020distill-overview/}
}