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Questions tagged [yolov8]

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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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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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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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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
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236 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