LESSWRONG
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I'm doing Yolov8 model training but the accuracy rate is 70%

I'm currently working on training a YOLOv8 model for my project. The goal is to train this model to recognize the product's stock code from a photo sent to a chatbot. I have 1,522 stock codes, with about 10-15 photos for each stock code. Although the number of photos is...

Aug 27, 2024•-14

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Sezer Karataş — LessWrong

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I'm doing Yolov8 model training but the accuracy rate is 70%

Aug 27, 2024•-14

Sezer Karataş

-15

I'm doing Yolov8 model training but the accuracy rate is 70%

Sezer Karataş

I'm currently working on training a YOLOv8 model for my project. The goal is to train this model to recognize the product's stock code from a photo sent to a chatbot.

I have 1,522 stock codes, with about 10-15 photos for each stock code. Although the number of photos is a bit low, our customers typically send us the same photos used in training. For example, they might take a screenshot from our Instagram profile and send it to us.

I'm training the model, but it's only achieving around 70% accuracy. I believe the issue might be related to the hyperparameters, but I'm not very familiar with them. I would really appreciate any suggestions... (read 256 more words →)

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