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Monkey Recognition with Tensorflow Keras

Ben Prax on January 26, 2019

It’s amazing how easy machine learning has become. It’s no longer a hinderance if you don’t have any mathematical background knowledge or any aca... [Read Full]
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Hi. Thank you for the helpful tutorial. I'm trying to reproduce the monkey classification but at the line "model.add(ResNet50(include_top=False, pooling='avg', weights=resnet_weights_path))" I get an error message "Shapes (1, 1, 256, 512) and (512, 128, 1, 1) are incompatible". Do you have any idea what could be the problem? I didn't make any changes in the code, except when I imported the preprocess_input: "from tensorflow.keras.applications.resnet import preprocess_input". I use tensorflow 2.0.

 

Hi e-velin! Thanks for reading my post! It's been awhile since I did this post, but if I recall correctly I was using an earlier version of tensorflow. It was probably around v1. Try downgrading your tensorflow to an earlier version.

 

Great tutorial! This proves how easy it is to start using Machine Learning in your company.

 
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