Questions tagged [yolov8]
9 questions
2
votes
0 answers
How to deal with many unlabeled data in an object detection dataset
I've a large multi-class object detection image dataset. The goal is to use a Yolo(v11) model to be trained on the aforementioned dataset to solve the object detection task.
My intuition says that the presence of unlabeled class instances degrades…
Ramiro Hum-Sah
- 143
- 5
1
vote
0 answers
Should I train YOLOv8 for pre-trained classes?
Following this tutorial, I trained YOLOv8 on a custom dataset to detect holes in the ground. I obtained acceptable results considering how small my training set is (about 50 pictures).
When preparing my dataset, I also labelled objects such as…
Sheldon
- 205
- 2
- 9
1
vote
1 answer
About YOLO format two computer vision data set combine
i am currently trying to combine two data set and get one large data set that to fine tune YOLOv8 model. as a example is there any way to combine same YOLO format image data set combine together/ as example COCO darknet yolo formate data set with…
Mahinda Rajapaksha
- 11
- 1
1
vote
0 answers
How does the segmentation in YOLO v8 model work?
I know how YOLO models work for object detection.
I wonder what gave the YOLOv8 the ability to apply segmentation at the pixel level.
Is there a clever trick? How does it compare to other models like UNET in its approach?
Avi T
- 176
- 4
1
vote
1 answer
Car Make and Model detection
I am trying to develop a deep learning model that given an image of a car, it detects a car's make and model among 50 different brands, each with say another 50 models. What approach is probably the most suitable with highest accuracy for this…
Mary
- 237
- 1
- 2
- 9
1
vote
1 answer
Combine Yolo V8?
Let's say I had 3 datasets I wanted to combine to have more data and differentiated data. Here is some examples…
Jibril
- 151
- 1
1
vote
1 answer
In Yolo V8 output models how is the best model selected?
The output of Yolo V8 gives two models after the completion of specified epochs. best.pt and last.pt. How is the best.pt model selected. The training outputs several graphs and results png but of all the different matrices that it outputs what is…
The White Cloud
- 169
- 7
0
votes
0 answers
is it possible for YOLO to remember previous weights data if I only train new class data using previous weights?
I trained my first model using yolov8m.pt. now I want to use best.pt from the first model to train the second model with new class data (not including first model data). This second class needs to remember both new and old classes.
0
votes
1 answer
How to run our python scripts utilizing our device's GPU?
My laptop has NVIDIA GeForce GTX1650 GPU. I want to utilize this GPU to run my Python script. Any help in the form of code would be really helpful. I mean tried researching this so much but I couldn't find.
Basically I am looping over all the frames…
Escanor6
- 1
- 1
- 2