diff options
Diffstat (limited to 'cli/app/search/search_dense.py')
| -rw-r--r-- | cli/app/search/search_dense.py | 12 |
1 files changed, 8 insertions, 4 deletions
diff --git a/cli/app/search/search_dense.py b/cli/app/search/search_dense.py index 10dbbe0..797f8d5 100644 --- a/cli/app/search/search_dense.py +++ b/cli/app/search/search_dense.py @@ -567,6 +567,7 @@ def feature_loss_tfhub(feature_extractor, opt_feature_layers, BATCH_SIZE, img_a, return feat_loss / len(opt_feature_layers), img_feat_err / len(opt_feature_layers) scope_index = 0 +vgg_model = tf.make_template(vgg.vgg_16) def feature_loss_vgg(feature_extractor, opt_feature_layers, BATCH_SIZE, img_a, img_b, y, x, height, width, resize_height=None, resize_width=None): height = int(height) width = int(width) @@ -585,12 +586,15 @@ def feature_loss_vgg(feature_extractor, opt_feature_layers, BATCH_SIZE, img_a, i global scope_index scope_index += 1 - scope_a = 'vgg_16_{}_a'.format(scope_index) - scope_b = 'vgg_16_{}_b'.format(scope_index) + # scope_a = 'vgg_16_{}_a'.format(scope_index) + # scope_b = 'vgg_16_{}_b'.format(scope_index) # scope_a = 'vgg_16' # scope_b = 'vgg_16' - gen_fc, gen_feat_ex = nets.vgg.vgg_16(img_a, scope=scope_a) #, reuse=True) - target_fc, target_feat_ex = nets.vgg.vgg_16(img_b, scope=scope_b) #, reuse=True) + # gen_fc, gen_feat_ex = nets.vgg.vgg_16(img_a, scope=scope_a) #, reuse=True) + # target_fc, target_feat_ex = nets.vgg.vgg_16(img_b, scope=scope_b) #, reuse=True) + gen_fc, gen_feat_ex = vgg_model(img_a) #, reuse=True) + target_fc, target_feat_ex = vgg_model(img_b) #, reuse=True) + # gen_feat_ex = feature_extractor(dict(images=img_a), as_dict=True, signature='image_feature_vector') # target_feat_ex = feature_extractor(dict(images=img_b), as_dict=True, signature='image_feature_vector') |