Article

VIDEO TASVIRLARDA HARAKATDAGI OBYEKTLARNI ANIQLASHNING INTELLEKTUAL TIZIMINI ISHLAB CHIQISH

Bahodir ObilovToshkent Kimyo xalqaro universiteti Namangan filiali, magistranti

Zenodo (CERN European Organization for Nuclear Research)repository2026

ABI

Abstract

Ushbu maqolada video oqimlarda harakatdagi obyektlarni aniqlash va kuzatish uchun zamonaviy intellektual tizim arxitekturasi taklif etiladi. Maqola YOLO, Faster/Mask R‑CNN, SSD, DETR kabi detektorlar hamda SORT/DeepSORT, FairMOT, ByteTrack singari ko‘p obyektli kuzatuv (MOT) usullari tahliliga tayangan holda, real vaqt talablari (FPS), aniqlik ko‘rsatkichlari (mAP, IDF1) va resurs cheklovlari o‘rtasidagi muvozanatni yoritadi. Shuningdek, O‘zbekistonda yo‘l harakatini monitoring qilish bo‘yicha nashrlardan amaliy misollar keltiriladi.

Topics

Engineering and Agricultural Innovations Advanced Computational Techniques in Science and Engineering Education, Innovation and Language Studies

Identifiers

DOI: 10.5281/zenodo.19376142

Citations and references

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