Planet:Amazon from Space in Tensorflow


#1

I’m trying to solve Kaggle’s amazon from space challenge by using Tensorflow. All over the internet everybody is solving the challenge by using keras or some transfer learning model. But I want to solve only by using tensorflow. Can anyone show me any example notebooks of such multi label classification using only tensorflow???


(why) #2


You have to make sure you create correct one hot encoding.
As single image has multiple classes.
So you have to mark all classes to 1.


#3

But what of accuracy and correct prediction??

correct_pred = tf.equal(tf.argmax(logits,1),tf.argmax(y,1))
accuracy = tf.reduce_mean(tf.cast(correct_pred,tf.float32))

Is this still right???