YOLOv9 vs YOLOv8 (Comparison on multiple videos)

Experimentation with YOLOv8 and YOLOv9 on KITTI Dataset: A Comparative Analysis
For queries: You can comment in comment section or you can email me at [e-mail]
Introduction:
In this study, we explore the performance of YOLOv8 and YOLOv9 on the KITTI dataset. Both models were trained under identical conditions, including the number of epochs, image size, batch size, and other parameters. The objective is to compare their effectiveness in object detection tasks on real-world data.
Experimental Setup:
Dataset: KITTI dataset
Models: YOLOv8 and YOLOv9
Training Parameters:
Number of epochs
Image size
Batch size
Learning rate
Other relevant hyperparameters
#yolov8 #yolo #yolov9 #computervision #objectdetection

[@CodeWithAarohi]

Check this video- I have explained how to download and use kitti dataset for yolo v8. You need a same process for yolov9: ruclips.net/video/g4Q1tW988eI/видео.html

[@sagaradoshi]

Hello Aarohi,
Thank you for making such wonderful videos with quite clear explanation.
If you have some time request you to make some videos on Optical flow estimation using conventional and deep learning algorithms.
Many thanks in advance 🙂

[@CodeWithAarohi]

Noted!

[@TheShadow71711]

What model of yolov8 and yolov9? XL? M?

[@kamen007]

Great work！Could you please explain in detail & how to download your training model if possible?

[@CodeWithAarohi]

Check this video. In this video, I have explained how to use kitti dataset for yolov8. You can follow the same steps to use for yolov9:
Check this video- In this I have explained how to download and use this dataset for yolo v8. You need a same process for yolov9: ruclips.net/video/g4Q1tW988eI/видео.html

[@kamen007]

Many thanks.

[@rsalazar9784]

Thank you very much for the tests! And at how many FPS was the inference carried out in each model?

[@CodeWithAarohi]

I will make a detailed video in which I will talk about all the performance parameters.

[@wywlf6912]

does yolov9 have pretrained models or do i have to train them myself?

[@CodeWithAarohi]

Yes Yolov9 does have the pretrained models in different variants which are trained on coco dataset. But for this tutorial, I have trained a yolov8 and yolov9 on custom dataset and trying to figure out which one is better for this kind of dataset.

[@shinwarikhan4677]

mam video on instance segmentation on custom dataset using yolov9,

[@CodeWithAarohi]

Right now, we can only perform object detection with yolov9

[@soravsingla8782]

Good one

[@pifordtechnologiespvtltd5698]

Nice

[@arnavthakur5409]

Amazing work again. Watching your videos with unique content is rea"y worth full. Thank you ma'am

[@Sunil-ez1hx]

Very Unique & easier way of explanation

[@aluissp]

Interesting...

[@CodeWithAarohi]

Thank you!

[@ZeynepC3]

I love it! Thanks

[@CodeWithAarohi]

Welcome!