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authorJules Laplace <julescarbon@gmail.com>2020-02-14 17:46:20 +0100
committerJules Laplace <julescarbon@gmail.com>2020-02-14 17:46:20 +0100
commite35cd817e6573328a987c6f4ffd98b3742eadeda (patch)
tree4c9e03cfe43adb975ae9de5504aaf54a3285ad90
parent7130b4a16b1571a8dcc6cca55e485c55866dd56d (diff)
vgg feature loss
-rw-r--r--cli/app/search/search_dense.py7
1 files changed, 5 insertions, 2 deletions
diff --git a/cli/app/search/search_dense.py b/cli/app/search/search_dense.py
index 8b45f60..6e0ad09 100644
--- a/cli/app/search/search_dense.py
+++ b/cli/app/search/search_dense.py
@@ -221,8 +221,6 @@ def find_dense_embedding_for_images(params, opt_tag="inverse_" + timestamp(), op
else:
print("Unknown feature extractor")
return
- variables_to_restore = slim.get_variables_to_restore(include=['vgg_16'])
- restorer = tf.train.Saver(variables_to_restore)
else:
print("Unknown feature extractor")
return
@@ -271,6 +269,11 @@ def find_dense_embedding_for_images(params, opt_tag="inverse_" + timestamp(), op
img_feat_err_quad = feat_err_a + feat_err_b + feat_err_c + feat_err_d + feat_err_e
mse_loss_quad = mse_loss_a + mse_loss_b + mse_loss_c + mse_loss_d
+ if 'vgg' in params.feature_extractor_path:
+ variables_to_restore = slim.get_variables_to_restore(include=['vgg_16'])
+ print(variables_to_restore)
+ restorer = tf.train.Saver(variables_to_restore)
+
# feat_loss_quint = feat_loss_aa + feat_loss_ab + feat_loss_ac + feat_loss_ad + feat_loss_ae + feat_loss_af + feat_loss_ag + feat_loss_ah + feat_loss_ai
# img_feat_err_quint = feat_err_aa + feat_err_ab + feat_err_ac + feat_err_ad + feat_err_ae + feat_err_af + feat_err_ag + feat_err_ah + feat_err_ai
# mse_loss_quint = mse_loss_aa + mse_loss_ab + mse_loss_ac + mse_loss_ad + mse_loss_ae + mse_loss_af + mse_loss_ag + mse_loss_ah + mse_loss_ai