From 4d73ea0f784afbd2286f4275376b16cfc9e969ae Mon Sep 17 00:00:00 2001 From: Jules Laplace Date: Tue, 11 Feb 2020 21:51:13 +0100 Subject: adding mse loss terms --- cli/app/search/search_dense.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/cli/app/search/search_dense.py b/cli/app/search/search_dense.py index ca91943..664754a 100644 --- a/cli/app/search/search_dense.py +++ b/cli/app/search/search_dense.py @@ -216,10 +216,10 @@ def find_dense_embedding_for_images(params, opt_tag="inverse_" + timestamp(), op feat_loss_d, feat_err_d = feature_loss(feature_extractor, opt_feature_layers, BATCH_SIZE, gen_img_ch, target_img_ch, img_w - width, img_w - width, height, width) feat_loss_e, feat_err_e = feature_loss(feature_extractor, opt_feature_layers, BATCH_SIZE, gen_img_ch, target_img_ch, int((img_w - width) / 2), int((img_w - width) / 2), height, width) - mse_loss_a = mse_loss_crop(target_img, gen_img, 0, 0, height / 2, width / 2) - mse_loss_b = mse_loss_crop(target_img, gen_img, height / 2, 0, height / 2, width / 2) - mse_loss_c = mse_loss_crop(target_img, gen_img, 0, width / 2, height / 2, width / 2) - mse_loss_d = mse_loss_crop(target_img, gen_img, height / 2, width / 2, height / 2, width / 2) + mse_loss_a = mse_loss_crop(target_img, gen_img, 0, 0, img_w / 2, img_w / 2) + mse_loss_b = mse_loss_crop(target_img, gen_img, img_w / 2, 0, img_w / 2, img_w / 2) + mse_loss_c = mse_loss_crop(target_img, gen_img, 0, img_w / 2, img_w / 2, img_w / 2) + mse_loss_d = mse_loss_crop(target_img, gen_img, img_w / 2, img_w / 2, img_w / 2, img_w / 2) feat_loss_quad = feat_loss_a + feat_loss_b + feat_loss_c + feat_loss_d + feat_loss_e img_feat_err_quad = feat_err_a + feat_err_b + feat_err_c + feat_err_d + feat_err_e -- cgit v1.2.3-70-g09d2