Foundation AI qatlami

90% avtomatik tekshirish — operator faqat noaniq crop'larni ko'radi

Tekshirish markazi
Foundation sog'ligi Maqsadga erishildi

Coverage >95%, avtomatlashtirish >20%

Bootstrap: 25/50
Pipeline qamrovi: 100.0% / 95.0%
Avtomatlashtirish: 100.0% / 20.0% (4.1 bosqich)
AI auto label
23
> 99% ishonch
Pseudo label
2
> 95% · 8.0%
Operator yorliqlari
0
Operator navbati: 723
Embeddinglar
298
dinov2_vits14 · 298 crops
Consensus o'rtacha
94.7%
Bugungi qarorlar: 806
Silver labels
179
Maqsad: 100
Gold labels
0
Kelishuv: 100.0%
Confidence taqsimoti
Oraliqn%
0-50%00.0%
50-70%555.5%
70-90%868.6%
90-100%86085.9%
Safety qoidalari
  • Auto — ≥99%
  • Pseudo — 95–99%
  • Silver — 90–95%
  • Operator — <90%

WS qamrovi: 100.0%

Consensus diagnostika

Model ballari yuklanmoqda…

Model O'rtacha ball Suspicious % n
Maqsad: 1000 cropdan 900+ AI, ~100 operator

Auto label (>98%), pseudo label (>95%), active learning navbat

Avtomatlashtirish: 100.0% / 90.0%
8 ta modul
  • Backfill — Legacy crop'larni pipeline orqali qayta ishlash
  • Auto Label — Confidence >98% — avtomatik yorliq
  • CLIP — Tur tanish (species)
  • DINOv2 — Har crop uchun embedding saqlash
  • Explainability — Operatorga yuborish sababi
  • Bootstrap — 50 operator yorlig'i → DINO k-NN
  • Consensus — YOLO + Disease + CLIP + DINO + CNN
  • Calibration — Qachon AI, qachon operator