Video: Yolo moj khaum yog dab tsi?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
YOLO : Real-Time Object Detection. Koj tsuas saib ib zaug xwb ( YOLO ) yog lub xeev-of-the-art, real-time object detection system. Ntawm Pascal Titan X nws ua cov duab ntawm 30 FPS thiab muaj mAP ntawm 57.9% ntawm COCO test-dev.
Ntxiv mus, Yolo object detection yog dab tsi?
YOLO : Real-Time Kev Tshawb Fawb . Koj tsuas saib ib zaug xwb ( YOLO ) yog ib qhov system rau ntes cov khoom ntawm Pascal VOC 2012 dataset. Nws ua tau ntes 20 Pascal khoom chav kawm: tus neeg. noog, miv, nyuj, dev, nees, yaj.
Tsis tas li ntawd, lub moj khaum darknet yog dab tsi? Darknet yog ib qho qhib neural network lub moj khaum sau hauv C thiab CUDA. Nws yog ceev, yooj yim rau nruab, thiab txhawb CPU thiab GPU xam.
Ib yam li ntawd, koj tuaj yeem nug, Yolo qauv yog dab tsi?
YOLO yog ib qho ceev heev ntawm lub sij hawm multi object detection algorithm. Lub algorithm siv lub neural network rau tag nrho cov duab. Lub network faib cov duab rau hauv daim phiaj S x S thiab tuaj nrog cov thawv khi, uas yog cov thawv kos ib ncig ntawm cov duab thiab kwv yees qhov tshwm sim rau txhua cheeb tsam no.
Yog vim li cas Yolo ceev?
YOLO yog kev txiav txim loj sai dua (45 ntas ib ob) dua li lwm yam khoom algorithms. Qhov txwv ntawm YOLO algorithm yog tias nws tawm tsam nrog cov khoom me me hauv daim duab, piv txwv li nws yuav muaj teeb meem hauv kev tshawb nrhiav cov noog. Qhov no yog vim lub spatial txwv ntawm lub algorithm.
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