English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

We present our third place solution to the Google Landmark Recognition 2020competition. It is an ensemble of global features only Sub-center ArcFacemodels. We introduce dynamic margins for ArcFace loss, a family of tune-ablemargin functions of class size, designed to deal with the extreme imbalance inGLDv2 dataset. Progressive finetuning and careful postprocessing are also keyto the solution. Our two submissions scored 0.6344 and 0.6289 on privateleaderboard, both ranking third place out of 736 teams.

Google Landmark Recognition 2020 Competition Third Place Solution