Generating image embedding using CNN












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$begingroup$


I have a CNN model using cifar -10 dataset. The model was built using Keras (Tensorflow).



Now based on this model, I have to generate an image embedding (vector). That means - an input image comes and I have to output the embedding vector of that image.



I am not sure how to do that. This is not a straight forward prediction/classification output. Rather I have to output the embedding of the input image (which is off couse the predicted embedding but an embedding vector nonetheless).



Any suggestion?










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    0












    $begingroup$


    I have a CNN model using cifar -10 dataset. The model was built using Keras (Tensorflow).



    Now based on this model, I have to generate an image embedding (vector). That means - an input image comes and I have to output the embedding vector of that image.



    I am not sure how to do that. This is not a straight forward prediction/classification output. Rather I have to output the embedding of the input image (which is off couse the predicted embedding but an embedding vector nonetheless).



    Any suggestion?










    share|improve this question









    $endgroup$















      0












      0








      0





      $begingroup$


      I have a CNN model using cifar -10 dataset. The model was built using Keras (Tensorflow).



      Now based on this model, I have to generate an image embedding (vector). That means - an input image comes and I have to output the embedding vector of that image.



      I am not sure how to do that. This is not a straight forward prediction/classification output. Rather I have to output the embedding of the input image (which is off couse the predicted embedding but an embedding vector nonetheless).



      Any suggestion?










      share|improve this question









      $endgroup$




      I have a CNN model using cifar -10 dataset. The model was built using Keras (Tensorflow).



      Now based on this model, I have to generate an image embedding (vector). That means - an input image comes and I have to output the embedding vector of that image.



      I am not sure how to do that. This is not a straight forward prediction/classification output. Rather I have to output the embedding of the input image (which is off couse the predicted embedding but an embedding vector nonetheless).



      Any suggestion?







      cnn






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked 4 hours ago









      nadnad

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      1062






















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