Potholes Detection and Segmentation using YOLOv8 (Images & Videos)| Custom Dataset | Complete Guide

#objectdetection #potholes #yolo #yolov8 #computervision #segmentation #customdataset #machinelearning
In this video, we will implement the Potholes detection and segmentation with YOLOv8. You will learn how to train a computer vision model for detection and segmentation of Potholes.
-----------------------------------------------------------------------------------------------------------------------------
If you enjoyed this video, be sure to subscribe and press the 👍 button

🧑🏻‍💻 My AI and Computer Vision Courses⭐:

📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):

📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):

📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):

Follow Me:

Chat with us on Discord:

For Consultation Call:

--------------------------------------------------------------------------------------------------------------------------
Github Repo:

Medium Blog:

[muhammadmoinfaisal]

🧑🏻‍💻 My AI and Computer Vision Courses⭐:

📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):

📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):

📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$):

📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):

[Ahmed-xnqf]

Sir your tutorials are very helpful. Please create more videos on yolov8

[redscorpion]

Video is quite informatic and interesting please, make video for explaining all ML from basic

[priyayadav]

hello sir, I'm fresher in machine learning I want to take YOLOv8 pothole detection project in brief. could you provide me where can I get course.

[levi-civita]

How much training time it will take? How many images we need for training and validation??

[santhoshravi]

how to save this model and use it for other videos for prediction

[suhanaubaid]

I have an issue Module not found error : No module named 'deep_sort_pytorch '

How to solve it?

[shivampalsingh]

sir after this code
%cd {HOME}
!python train.py model=yolov8l-seg.pt epochs=30 imgsz=640

after running this code, this error is coming,
Epoch GPU_mem box_loss seg_loss cls_loss dfl_loss Instances Size
0% 0/6 [00:00<?, ?it/s]
Error executing job with overrides: ['model=yolov8l-seg.pt', 'data=/content/YOLOv8_Segmentation_DeepSORT_Object_Tracking/ultralytics/yolo/v8/segment/POTHOLE-DETECTION--PROJECT--2/data.yaml', 'epochs=30', 'imgsz=640']
Traceback (most recent call last):
please guide me sir

[mvtjcnw]

It is using 0 dataloader worker while training the model
Plz help me!

[naturebeauty]

how do you resolved dataset not found error?

[lgwrnip]

Dataset not found same error how did you fix sir?

[viviyochi]

From where can i find the predict.py file that is being used here 19:15
I'm annoyed since I've been following this tutorial for the past half hour and now there is a road block from your side
please help

when I try to train the model this is error due to the old predict file (I'm assuming)
ModuleNotFoundError: No module named 'deep_sort_pytorch'

[tlchannel]

From where can i find the predict.py file that is being used here 19:15
I'm annoyed since I've been following this tutorial for the past half hour and now there is a road block from your side
please help

[reza]

Please write a tutorial and code about counting objects such as screws and washers in a factory production line.
Thanks a lot

[astutedesigns]

Sir, you resolved an issue at 21:15 of the video. Can you put please put me through it? I'm stuck

[-kaustubhvijaykumbhare]

I have an issue “ModuleNotFoundError: No module named 'deep_sort_pytorch''” How can I fix it?

[romitsoley]

Getting an error "model.train(**cfg)" after 20:16. Please suggest on how to solve this issue.

[abdulrasheedabdulmajeed]

Can you please do a tutorial video detecting potholes and crack using raspberry pi

[latifaaloufi]

i have an issue “ModuleNotFoundError: No module named How can I fix it?

[sgtwhxo]

sir is it semantic segmentation or instance segmentation