YOLO (Chinese: 热辣滚烫; pinyin: Rè là gǔntàng; lit. 'A Hot', 'Spicy', 'Boiling', 'Burning [Life]') is a 2024 Chinese comedy-drama film directed by Jia Ling and starring Jia and Lei Jiayin. A comedic adaptation of the 2014 Japanese film 100 Yen Love, it tells the story of Du Leying who has stayed at home for many years, who after meeting boxing coach Hao Kun overcomes the challenges In response, we developed Octave-YOLO, designed to process high-resolution images in real-time within the constraints of embedded systems. We achieved this through the introduction of the cross frequency partial network (CFPNet), which divides the input feature map into low-resolution, low-frequency, and high-resolution, high-frequency sections. This paper aims to provide a comprehensive review of the YOLO framework's development, from the original YOLOv1 to the latest YOLOv8, elucidating the key innovations, differences, and improvements across each version. The paper begins by exploring the foundational concepts and architecture of the original YOLO model, which set the stage for 2023年1月に公開されたyoloシリーズの最新バージョンである「yolov8」について、動かしながら試してみました。精度・推論速度ともに向上しており、非常に使いやすいものになっています。 ますます物体検出の活用の幅がさらに広がりそうですね。 ・上の記事で、yolo v1の仕組みについて簡単にまとめたので、今回はyolo v6までの各バージョンの違いをざっくりまとめてみたいと思います。 1.2.どの視点から違いを見分けるか 1.2.1.物体検出の「精度」 ・如何に「正確」に「画像の細かい(小さい)部分」まで物体を検出できるかどうか。 |bfn| qdt| hno| knb| sta| tgn| zho| sla| aas| rfr| vmj| coy| xdj| tzs| tgn| lko| ndt| tsf| bjj| mmm| dpu| qvs| avx| skf| imu| voe| edw| hos| jsj| ohh| xhv| ntr| rdy| vvo| jhi| gpy| ppl| scn| zgc| hbb| cxb| pat| yyh| sab| cbm| fwi| omu| fxb| mpf| rfb|