YOLOv8 vs YOLOv7 vs YOLOv6 vs YOLOv5 REAL speed comparison
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- เผยแพร่เมื่อ 24 ม.ค. 2023
- Is YOLOv8 really FASTER??
In this video, we test the speed 4 newest YOLO variants.
With the coming of YOLOv8, a question comes to mind.
Is YOLOv8 faster than previous YOLO models?
Join us as we put all four YOLO variants to the test, using the same 25 second video.
You'll get an inside look at the speed and accuracy of each model, and see which one comes out on top in this thrilling competition.
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#yolov8 #yolov7 #yolov6 #yolov5 #yolo - วิทยาศาสตร์และเทคโนโลยี
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I've been using YOLOmodels for 2-3 years, I tried all of the models in various projects, I can tell that for detection tasks only, the most robust model is yolov5
better than yolov7?
untuk ngeprint total objek terdeteksi dan fps di gambar/video nya itu ngedit script yg mana ya Pak (di yolov8nya)?
Why does the model with the slightly lower average frame rate finish processing the video first?
We have checked. The YOLOv8 fps code is different from the others. In fact, YOLOv8 is the fastest as it finished first though it was written to have lower fps.
Hello, I have one question
I am planning to do YOLO training on a main computer and move the trained best.pt to Raspberry Pi to perform object detection.
Do you think Raspberry Pi 4 4GB has enough performance for this?
I am not very sure. I haven't tried on Raspberry Pi 4 yet.
Thx
depending on resolution. generally speaking run yolo on pi4b is very slow, couple frames per second on my pi4b, because it runs on cpu.
I am running yolov7 on a rpi4 (4gb) and it takes about 9 seconds to detect an image of 640x640.
@@ezequieladrianminniti6252 you should consider getting a jetson. yolov8 runs at 10fps on my jetson nano for 640x480 frames.
Thank YOU , YOU saved my life!
Glad to hear that!
Which better to detect static photo v5 or v8 also to detect video ??
Both models were authored by the same team. They claimed yolov8 is better for both cases.
However some users said they experienced yolov5 was better for their dataset.
At the end, you have to check it by yourself to your dataset. I suggest, start with yolov8.
Sir, I have a doubt as per the tabulation, the FPS of YOLOv5 and YOLOv7 are higher than YOLOv8. Then, how come YOLOv8 is the fastest?
Because YOLOv8 finished first. YOLOv8 has different algorithms when counting the FPS. That is why the fps written was low, whereas the actual speed, YOLOv8 is the fastest.
menarik ini, dari semua model kayanya v5 itu paling stabil ya
Beberapa orang bilang seperti itu. Tapi beda video bisa beda hasilnya.
Halo Pak, maaf ini kira2 bisa gk yah jalan di raspberry pi 3+ realtime dari usb kamera
Saya tidak yakin bisa realtime (> 30fps). Supaya realtime dan tetap akurat, perlu GPU spek tinggi
@@Dr.Priyanto.Hidayatullah which your gpu?
All are using my GPU with different YOLO version.@@roockeet3460
Друголек, у меня на i5, 8 гб оперативки, встроенная видюха. 28 ms на один кадр в среднем выходит. Я не знаю почему у тебя по 55 ms
Ijin mau bertanya pak perbedaan dari yolo 8 dan yolo 5 apanya yaa pak
YOLOv8 bisa banyak kemampuan lain seperti image segmentation, dll. Convolusinya, bagian necknya berbeda. Dan lebih extremenya YOLOv8 itu anchor free
blog.roboflow.com/whats-new-in-yolov8/
Which one is the best?
YOLOv8, ini this case.