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Minor improvement in AP during training #32

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WUyinwei-hah opened this issue Jun 28, 2024 · 2 comments
Open

Minor improvement in AP during training #32

WUyinwei-hah opened this issue Jun 28, 2024 · 2 comments

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@WUyinwei-hah
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WUyinwei-hah commented Jun 28, 2024

Hi, very great work!
I'm trying to reproduce your training results.
I trained with batchsize of 124 for 2W steps. But I found the AP on COCO is pretty low, as shown in figure below:
image
The AP is only 0.041, so I wonder is it normal that the metrics improve slowly during the training?
If not, could you provide me with any suggestions toward training?
Thanks!

@WUyinwei-hah
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I further checked the samples generated from function save_ckpt_and_result, and found it looks pretty good.
So is the above phenomenon caused by the poor generalization from LAION to COCO?

@sweetDream6609
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Hello, does the generated image instance in your training results match the position of the input control?

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