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rdcolema avatar rdcolema commented on August 16, 2024

Hey Pranjal,

Can you let me know which errors you're getting? This repo is a bit old so I don't remember the exact Keras and Theano versions I was running at the time, but I might be able to help debug the errors you're seeing.

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Pranjaljn avatar Pranjaljn commented on August 16, 2024

from keras-image-classification.

rdcolema avatar rdcolema commented on August 16, 2024

Hey Pranjal,

Glad you got it working! Regarding the question about predicting classes, in most cases you should be able to use a simple argmax function on the prediction arrays to get the index of the highest class probability.

For example, if your classes are ['cat', 'dog'] and your predicted probabilities are [0.2, 0.8] then taking the argmax of the prediction array would give you the index corresponding to 'dog'.

As far as logo detection I would look into U-nets, rCNNs, or fully convolutional networks as a starting point -- I'm less versed in segmentation / object detection, but I believe those are among the more popular methods for doing that sort of thing currently.

-RC

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Pranjaljn avatar Pranjaljn commented on August 16, 2024

from keras-image-classification.

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