diff options
Diffstat (limited to 'evaluate.py')
| -rwxr-xr-x | evaluate.py | 15 |
1 files changed, 9 insertions, 6 deletions
diff --git a/evaluate.py b/evaluate.py index ace647f..76ee472 100755 --- a/evaluate.py +++ b/evaluate.py @@ -31,6 +31,8 @@ from scipy.spatial.distance import cdist sys.path.append('lib') from rerank import re_ranking from kmean import create_kmean_clusters +import logging +from logging import debug parser = argparse.ArgumentParser() parser.add_argument("-t", "--train", help="Use test data instead of query", action='store_true') @@ -53,10 +55,8 @@ parser.add_argument("--data", help="Data folder with features data", default='da args = parser.parse_args() - -def verbose(*text): - if args.verbose: - print(text) +if args.verbose: + logging.basicConfig(level=logging.DEBUG) def draw_results(test_label, pred_label): acc_sc = accuracy_score(test_label, pred_label) @@ -72,8 +72,8 @@ def draw_results(test_label, pred_label): def test_model(gallery_data, probe_data, gallery_label, probe_label, gallery_cam, probe_cam, showfiles_train, showfiles_test, args): - verbose("probe shape:", probe_data.shape) - verbose("gallery shape:", gallery_data.shape) + debug("probe shape:", probe_data.shape) + debug("gallery shape:", gallery_data.shape) if args.rerank: distances = re_ranking(probe_data, gallery_data, @@ -137,6 +137,7 @@ def test_model(gallery_data, probe_data, gallery_label, probe_label, gallery_cam return target_pred def main(): + logging.debug("Verbose mode is on") mat = scipy.io.loadmat(os.path.join(args.data,'cuhk03_new_protocol_config_labeled.mat')) camId = mat['camId'] filelist = mat['filelist'] @@ -167,9 +168,11 @@ def main(): test_table = np.arange(1, args.multrank+1) if (args.normalise): + debug("Normalising data") train_data = np.divide(train_data,LA.norm(train_data, axis=0)) test_data = np.divide(test_data, LA.norm(test_data, axis=0)) if(args.kmean): + debug("Using Kmeans") train_data, train_label, train_cam = create_kmean_clusters(feature_vectors, labels, gallery_idx, |