pbersicht

LearningToCompare_ZSL/plot_training_curve.py

+import numpy as np
+import matplotlib.pyplot as plt
+import scipy.io as sio
+
+unseen_string = 'unseen='
+seen_string = 'seen='
+
+f = open('./results/v2 v4 v5 mean batch size 128 (800k)/session_2021-07-08_20_52_40/log.txt')
+unseen_accuracy = []
+seen_accuracy = []
+
+
+for line in f:
+    if unseen_string in line:
+        unseen_accuracy_frag = float(line[line.find(unseen_string)+len(unseen_string):line.find(unseen_string)+len(unseen_string)+6])
+        #print(unseen_accuracy_frag)
+        unseen_accuracy = np.append(unseen_accuracy,unseen_accuracy_frag)
+
+    if seen_string in line:
+        seen_accuracy_frag = float(line[line.find(seen_string)+len(seen_string):line.find(seen_string)+len(seen_string)+6])
+        #print(unseen_accuracy_frag)
+        seen_accuracy = np.append(seen_accuracy,seen_accuracy_frag)
+    
+episode_counter = np.arange(2000,802000,2000)
+
+unseen_accuracy = unseen_accuracy[:-1]
+seen_accuracy = seen_accuracy[:-1]
+
+print(len(unseen_accuracy))
+print(len(seen_accuracy))
+print(len(episode_counter))
+
+plt.plot(episode_counter, unseen_accuracy,'r',episode_counter, seen_accuracy,'b')
+plt.xlabel('Episodes')
+plt.ylabel('Accuracy')
+plt.legend(['unseen acc  during training','seen acc  during training'])
+plt.suptitle('acc in Training')
+plt.show()
+
+#sio.savemat('session_2021-07-13_20_31_58.mat', {'unseen':unseen_accuracy}) 
\ No newline at end of file

Template/latex/egbib.bib

+@article{jasani2019skeleton,
+	title={Skeleton based Zero Shot Action Recognition in Joint Pose-Language Semantic Space}, 
+	author={Bhavan Jasani and Afshaan Mazagonwalla},
+	year={2019},
+	journal={arXiv:1911.11344},
+	archivePrefix={arXiv},
+	primaryClass={cs.CV}
+}
+
+@article{sung2018learning,
+	title={Learning to Compare: Relation Network for Few-Shot Learning}, 
+	author={Flood Sung and Yongxin Yang and Li Zhang and Tao Xiang and Philip H. S. Torr and Timothy M. Hospedales},
+	year={2018},
+	journal={arXiv:1711.06025},
+	archivePrefix={arXiv},
+	primaryClass={cs.CV}
+}
+
+@article{yan2018spatial,
+	title={Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition}, 
+	author={Sijie Yan and Yuanjun Xiong and Dahua Lin},
+	year={2018},
+	journal={1801.07455},
+	archivePrefix={arXiv},
+	primaryClass={cs.CV}
+}
 
 @misc{Authors14,
  author = {Authors},

Template/latex/paper_working_design.log

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 **./paper_working_design.tex
 (paper_working_design.tex