{
  "id": 9676815,
  "title": "AgriCountDINO: Parameter-Efficient Exemplar-Guided Counting and Localization in Agriculture",
  "url": "https://urgent.news/2026/09/24/agricountdino-parameter-efficient-exemplar-guided-counting-and",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-24T12:13:45.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.29460v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Accurate counting and localization of plants and their organs support phenotyping and yield estimation, yet target appearance, scale, and density vary widely across species and imaging conditions. Exemplar boxes specify the target without category-specific retraining, and point predictions identify the individual instances contributing to the count. We introduce AgriCountDINO, a…",
  "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."
}