metadata
license: cc-by-4.0
language:
- uz
tags:
- object-detection
- food-detection
- uzbek-food
- yolov8
- computer-vision
metrics:
- mAP
🍽️ UzDataLab — Milliy Taomlar Detector v0.1
O'zbekistonning birinchi milliy taomlar object detection modeli.
Bu UzDataLab team tomonidan test versiyada sinab ko'rildi.
Model haqida
| Arxitektura | YOLOv8s |
| Dataset | 212 ta rasm |
| Classlar | 46 ta |
| mAP50 | 29.7% |
| Versiya | v0.1 |
| Litsenziya | CC BY 4.0 |
Ishlatish
from ultralytics import YOLO
model = YOLO("UzDataLab/milliy-taomlar-detector")
results = model.predict("taom_rasmi.jpg", conf=0.25)
results[0].show()
Natijalar
| Metric | Qiymat |
|---|---|
| mAP50 | 29.7% |
| mAP50-95 | 17.1% |
| Inference | 18ms |
Keyingi versiya — v1.0
- 10000+ rasm
- Faqat dish_* classlar
- mAP50: 60%+ maqsad
2026 © UzDataLab Team