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cloud-annotations / object-detection-react

⚛️ Real-Time Custom Object Detection with TensorFlow.js
MIT License
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Incorrect run test after tranning within google colab #33

Open trumpiter-max opened 3 years ago

trumpiter-max commented 3 years ago

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

bourdakos1 commented 3 years ago

What is the error?

trumpiter-max commented 3 years ago

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 commented 3 years ago

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 commented 3 years ago

Sure, I wonder how many images for each class that I need to add?

bourdakos1 commented 3 years ago

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

trumpiter-max commented 3 years ago

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

bourdakos1 commented 3 years ago

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