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Questions tagged [yolov8]

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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 : https://universe.roboflow.com/yolo-project/6_class_final/health https://universe....
Jibril's user avatar
  • 151
1 vote
1 answer
242 views

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 White Cloud's user avatar
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1 answer
427 views

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 ...
Mary's user avatar
  • 217
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1 answer
138 views

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 ...
Escanor6's user avatar
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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 ...
Avi T's user avatar
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20 views

One shot object detection

I want to detect objects from a video. I can only have one example image and based on this, I want to detect whether this image is present in the video or not. What could be the best-suited approach?
Rajeev Radhakrishnan's user avatar
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117 views

How to properly prune a YOLOv8 model

I was trying to apply pruning to a YOLOv8 detection model. Following is my code and it runs successfully. I see the saved pruned model as well. My YOLOv8 model has 22 layers (an example list of layers ...
Mary H's user avatar
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95 views

How to prune my Yolov8 object detection model?

I trained a yolov8-medium object detection model, but I'm not sure how to apply pruning on it. What is the proper way to prune it? I got this example code, but it only looks for ...
Mary H's user avatar
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22 views

Should I remove the watermarks of my images before training Yolov8?

I would like to train a Yolov8 network in an animal detection task using camera trap images. Some camera trap images have information added to them such as date, time, day of the week, camera brand, ...
renton01's user avatar