{
  "id": 112445,
  "title": "DyFrDet: Towards Accurate Small Object Detection via Dynamic Frequency Suppression with Label Disambiguation",
  "url": "https://urgent.news/2026/08/03/dyfrdet-towards-accurate-small-object-detection-via-dynamic-frequency",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-03T17:01:19.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.02495v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Despite the remarkable progress over the past decades, accurately identifying small objects remains challenging because of their insufficient visual cues. Previous works typically attempt to construct discriminative representation of the small objects. However, the wide range frequency domain noises and label ambiguities have been greatly overlooked, which significantly hinders the accurate…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}