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Incorrect run test after tranning within google colab #33

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trumpiter-max opened this issue Jan 14, 2021 · 7 comments
Open

Incorrect run test after tranning within google colab #33

trumpiter-max opened this issue Jan 14, 2021 · 7 comments

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@trumpiter-max
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Hi
I trained model which is about hand poses on google colab, but it seems not work correctlly. What should I do now?

@bourdakos1
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What is the error?

@trumpiter-max
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This is the input image that I made on https://cloud.annotations.ai/.
image
Moreover, I tried other poses but all predict result is letter K.
image

@bourdakos1
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Maybe you need more training data? You have a lot of classes that probably all look very similar, so you’ll need more training data for it to be able to distinguish

@trumpiter-max
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Sure, I wonder how many images for each class that I need to add?

@bourdakos1
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I can’t say for sure, but try to get to 250 each and see if the accuracy improves

@trumpiter-max
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trumpiter-max commented Jan 15, 2021

Ok, thanks, I will try. In fact, I used same model for yolov5 and it runs correctly almost cases.

@bourdakos1
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Good to know, you could try playing around with the hyperparameters or other models to see if you can improve accuracy. The colab training process is new so there could be an issue on my end, I will look into it

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