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Fine tune the model with custom dataset #127

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Sunnyburnwal01123 opened this issue Aug 10, 2024 · 3 comments
Open

Fine tune the model with custom dataset #127

Sunnyburnwal01123 opened this issue Aug 10, 2024 · 3 comments

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@Sunnyburnwal01123
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Can I fine tune the model with the images using coordinates to detect the object?
If it is possible, how can achieve it?
At what image size the model take to fine tune with?

@vikhyat
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vikhyat commented Aug 10, 2024 via email

@Sunnyburnwal01123
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Thanks for your response.

@Sunnyburnwal01123
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Sunnyburnwal01123 commented Aug 10, 2024

But I am also facing issue i.e process is getting killed while saving the fine tuned model that is fine tuned with 200 images with resolution 1920 x 1080 . But when I save its checkpoint using torch (where I have to load base model as well as checkpoints that consuming double memory for inferencing ) or reduced the image size to 720 x 407, then the model is saving.

Memory - 16 GB
Gpu - 8 GB

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