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noise handling

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iQIYI Technical Product Team
iQIYI Technical Product Team
Apr 4, 2019 · Artificial Intelligence

My Experience and Methods in the iQIYI Multimodal Person Recognition Challenge

In the iQIYI Multimodal Person Recognition Challenge, I leveraged the provided facial features, weighted face‑quality averaging, DBSCAN‑based noise clustering and a dynamic extra noise class within an iterative KNN‑to‑neural‑network training pipeline, ultimately reaching the top‑5 and open‑sourcing the full workflow on GitHub.

DBSCANcomputer visioniQIYI
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My Experience and Methods in the iQIYI Multimodal Person Recognition Challenge