similarity icon indicating copy to clipboard operation
similarity copied to clipboard

tfa.losses.TripletSemiHardLoss() replacement?

Open mfide opened this issue 1 year ago • 2 comments

Hello,

I was using triplet loss function from tensorflow_addons.losses.TripletSemiHardLoss(margin=1.0) to train my model using following line:

tsn.compile(optimizer=tf.keras.optimizers.Adam(0.0001), loss=tfa.losses.TripletSemiHardLoss(margin=1.0))

Any example or idea how to replace this loss function with tripletloss in tensorflow_similarity.losses?

Thank you.

mfide avatar Jan 11 '24 12:01 mfide

I am also wondering about this...

mhyeonsoo avatar Apr 01 '24 00:04 mhyeonsoo

tfsim.losses.TripletLoss(distance='l2', positive_mining_strategy='hard', negative_mining_strategy='semi-hard', margin=1.0)

ma7555 avatar May 02 '24 16:05 ma7555