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

Although end-to-end video text spotting methods based on Transformer canmodel long-range dependencies and simplify the train process, it will lead tolarge computation cost with the increase of the frame size in the input video.Therefore, considering the resolution of ICDAR 2023 DSText is 1080 * 1920 andslicing the video frame into several areas will destroy the spatial correlationof text, we divided the small and dense text spotting into two tasks, textdetection and tracking. For text detection, we adopt the PP-YOLOE-R which isproven effective in small object detection as our detection model. For textdetection, we use the sort algorithm for high inference speed. Experiments onDSText dataset demonstrate that our method is competitive on small and densetext spotting.

Video text tracking for dense and small text based on pp-yoloe-r and sort algorithm