How To Speed Up YOLOv8 2x using TensorRT | YOLOv8 Tutorial

YOLOv8 + TensorRT = 2x Faster!

Hi Deep Learning – Computer Vision Enthusiast.

In this FULL tutorial, I will guide you on how to harness the secret power of GPU by using TensorRT. Many people don’t know this secret, though it is super easy to do it.

Hopefully, this tutorial will give you meaningful insights.

If you are interested in speeding up more your model up to 4 TIMES, click the link below

[diegoferminpalaciosriquelm]

Thank you Dr. Priyanto Hidayatullah. Excelent tutorial.

[Yverning]

Great tutorial! Next make a tutorial on how to get TensorRT to work with instance segmentation please :)

[osmancanaksoy]

Hello,
AttributeError: object has no attribute 'num_bindings'
What is solution this problem ?

[ericsiasiewwei]

A very great tutorial Dr. Just curious as my output inference video's duration became shorter, may I get your opinion on this.

[lwandonkuzo]

Hi Dr, Nice tutorial. How do you deploy to a light memory environment like a Jetson nano

[semuaada]

penjelasan yang jelas dan sangat bermanfaat pak! namun saya mengalami error di bagian deteksi video menggunakan yolov8n.engine. Detail errornya AttributeError: object has no attribute 'num_bindings'. Kira-kira itu errornya kenapa ya pak dan bagaimana solusinya?

[thanhhaivo]

Thank. Why is the box not drawn on the image when I run TensorRT on your code?

[dimaspratamaputra]

Halo Pak, kira-kira ini bisa tidak ya digabungkan dengan tiled inference?

[Tech_samadhaan]

How to deploy tensorRT model on nvidia jetson nano Xavier dev kit

[GamingObsessionZone]

do u have a video to explain how to install tensorrt ? i cant make it in my local computer. But colab is working well.

[hetsoni]

Can I also train the model on custom data using this? and how can i train the tensorrt model? can you please help?

[hridoydev]

@Dr. Priyanto Hidayatullah, Sir how can i test this code with my video? or any other video is this possible? Pls help me.

[ahmadnisfusyaban]

Bagus sekali pak penjelasannya.., saya jadi penasaran kalau ke live webcam gimana ya pak ?, dan apakah untuk running di jetson nano tetap bisa selancar itu pak ??, mohon balasannya 😁😁

[rezamahmoudi]

Hello, could you please share your slides?

[mashokkumarreddy]

Speed in increased by 2x but how to improve accuracy also sir ?