YOLOv8: How to Train for Object Detection on a Custom Dataset

What is the best way to resize images to 640x640? Is it stretching or resizing keepeing proporions?

Hello, how can I assess the yolov8 model with test dataset where I can get Recall , Precision, mAP, confusion matrix, curvs, and accurecy.

Thank you so much for this 🥹🙏🏽

I cannot use, get images not found error and missing path though I specified in yaml file already,.

Hi, thanks for the great knowledge and information you have provided. Please could you help use the custom model created to create an app/UI using Streamlit or Flask with Webcamp?

Thank you RoboFlow!
Please how to show in this case number of detected objects on the test image?

Hello, I collected data with video to use in my project. Can I use this video to train my model or do I need to train the model using only photos? If I can use it, how should I label the data in this video? I would appreciate it very much if you could help me on this issue.

how do i download yolov8?

So I’m new to all of this, I’m assuming this is all in python, is there any way to turn this from .pt files to .pb files

is there custom train for pose estimation?

Hi, is yolo using Standardscale for image detection

Hi, do I need to a paid account or free acount will work as well?

can you show with the coordinate please at the bounding box . I am very need that

good job Roboflow and Ultralytics team... I want similar videos in docker... Thank you

I don't understand next make sure you have a

do you have a tutorial on how to use roboflow?

I want to help you 😢😢😢😢

Thanks for the video! Does yolo segment things in geometries that aren’t rectangles? For instance, if you wanted to segment different planar surfaces on a roof from aerial imagery.

Can you make a video on person re identification.

THANK YOUU SO MUCHH BROO 👍👍👍👍👍👍

Are there any footage requirements for inputting into YOLOV8? I am trying to use it for sports analysis and wondered whether you need the whole pitch/tactical wide lens?!how zoomed in does it need to be? Will it capture a ball being hit at really high speeds?

Hello, how can I see validation loss?

How to annotate all the images at once? I couldn't find that option

All at once in the sense, rather than annotating all the images manually is there any way we could do it faster?

Hi , i have a problem , when training the yolo creates new dataset by itself and trains on that without training on my own custom datasety , how to fix it ?

fuck colab notebooks

why the validation dataset images are trained?

would higher epochs on training mean higher accuracy?

Thank You!!

What do you say when you see your friend Lo? Yo!Lo!

can i make a object detection machine model just from this video or I have to watch the whole tutorial? fast replies would be appreciated!

Hello,i am training my model on 2500 imagesthen the precision is just 80 and i have sometimes an overfitiing , and i really need to improve results for my project really soonn, can you explain why

can i use this for real time use? and if so how

Just a quick question, upon completing training, can I download the newly created Yolo model?

how to create data set? Using yolov8?

Hello! Fascinating! Do you have a chance to train OneFormer on custom dataset? I have watched your first video about OneFormer. If you have a chance, there are many followers I see seeking this model to train on custom dataset, and I am one of them :)

How to download the dataset with python?

TypeError: unhashable type: 'numpy.ndarray'

classic.

Im a complete beginner, studied in art and design school, is there any recomendation that will guide me step by step learning about terms and all?

How can I exclude certain classes when generating weights? During my annotation process, I included all the classes I needed, but I only want the model to generate weights based on specific classes. How can I achieve this?

i am getting error again and again if i use any other dataset
, my epochs are not running only.. suggest what to do

TypeError: unhashable type: 'numpy.ndarray' (Having this error in custom training process)

Hey, I keep getting TypeError. I dont understand what's wrong

I chose another video which is basically a gameplay of efootball. After annotating, and everything when I started to generate, I am getting this:
"This version doesn't have a model."

how to upload our photo into the cooding?