Felix Kleinsteuber 2 years ago
parent
commit
3de5549007
28 changed files with 286 additions and 72 deletions
  1. 39 9
      analyze_dataset.ipynb
  2. 8 6
      approach1a_basic_frame_differencing.ipynb
  3. 9 9
      approach2_background_estimation.ipynb
  4. 93 21
      approach3_boxplot.ipynb
  5. 136 26
      approach4_boxplot.ipynb
  6. BIN
      plots/approach2/roc_curves/GFox_03_sqmean_sigma4.pdf
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      plots/approach2/roc_curves/GFox_03_sqmean_sigma4.png
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      plots/approach2/roc_curves/GFox_03_sqvar_sigma4.pdf
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      plots/approach2/roc_curves/GFox_03_sqvar_sigma4.png
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      plots/approach2/roc_curves/Marten_01_sqmean.pdf
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      plots/approach2/roc_curves/Marten_01_sqmean.png
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      plots/approach2/roc_curves/Marten_01_sqmean_sigma4.pdf
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      plots/approach2/roc_curves/Marten_01_sqmean_sigma4.png
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      plots/approach2/roc_curves/Marten_01_sqvar.pdf
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      plots/approach2/roc_curves/Marten_01_sqvar.png
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      plots/approach2/roc_curves/Marten_01_sqvar_sigma4.pdf
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      plots/approach2/roc_curves/Marten_01_sqvar_sigma4.png
  18. BIN
      plots/approach3/boxplot_random.pdf
  19. BIN
      plots/approach3/boxplot_random_sessions.pdf
  20. BIN
      plots/approach3/boxplot_random_sessions_tnr95.pdf
  21. BIN
      plots/approach3/boxplot_random_tnr95.pdf
  22. BIN
      plots/approach4/boxplot_kde_denoising_and_sparse.pdf
  23. BIN
      plots/approach4/boxplot_kde_denoising_and_sparse_tnr95.pdf
  24. BIN
      plots/approach4/boxplot_kde_latentfeatures.pdf
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      plots/approach4/boxplot_kde_latentfeatures_tnr95.pdf
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      plots/approach4/boxplot_kde_sessions.pdf
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      plots/approach4/boxplot_kde_sessions_tnr95.pdf
  28. 1 1
      py/Session.py

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+ 39 - 9
analyze_dataset.ipynb


+ 8 - 6
approach1a_basic_frame_differencing.ipynb

@@ -692,11 +692,8 @@
   }
  ],
  "metadata": {
-  "interpreter": {
-   "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6"
-  },
   "kernelspec": {
-   "display_name": "Python 3.6.9 64-bit",
+   "display_name": "Python 3.10.4 ('pytorch-gpu')",
    "language": "python",
    "name": "python3"
   },
@@ -710,9 +707,14 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.9"
+   "version": "3.10.4"
   },
-  "orig_nbformat": 4
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "17cd5c528a3345b75540c61f907eece919c031d57a2ca1e5653325af249173c9"
+   }
+  }
  },
  "nbformat": 4,
  "nbformat_minor": 2

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+ 9 - 9
approach2_background_estimation.ipynb


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+ 93 - 21
approach3_boxplot.ipynb


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+ 136 - 26
approach4_boxplot.ipynb


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plots/approach2/roc_curves/GFox_03_sqmean_sigma4.pdf


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plots/approach2/roc_curves/GFox_03_sqmean_sigma4.png


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plots/approach2/roc_curves/GFox_03_sqvar_sigma4.pdf


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plots/approach2/roc_curves/GFox_03_sqvar_sigma4.png


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plots/approach2/roc_curves/Marten_01_sqmean.pdf


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plots/approach2/roc_curves/Marten_01_sqmean.png


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plots/approach2/roc_curves/Marten_01_sqmean_sigma4.pdf


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plots/approach2/roc_curves/Marten_01_sqmean_sigma4.png


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plots/approach2/roc_curves/Marten_01_sqvar.pdf


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plots/approach2/roc_curves/Marten_01_sqvar.png


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plots/approach2/roc_curves/Marten_01_sqvar_sigma4.pdf


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plots/approach2/roc_curves/Marten_01_sqvar_sigma4.png


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plots/approach3/boxplot_random.pdf


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plots/approach3/boxplot_random_sessions.pdf


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plots/approach3/boxplot_random_sessions_tnr95.pdf


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plots/approach3/boxplot_random_tnr95.pdf


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plots/approach4/boxplot_kde_denoising_and_sparse.pdf


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plots/approach4/boxplot_kde_denoising_and_sparse_tnr95.pdf


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plots/approach4/boxplot_kde_latentfeatures.pdf


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plots/approach4/boxplot_kde_latentfeatures_tnr95.pdf


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plots/approach4/boxplot_kde_sessions.pdf


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plots/approach4/boxplot_kde_sessions_tnr95.pdf


+ 1 - 1
py/Session.py

@@ -215,7 +215,7 @@ class Session:
         dates = sorted(list(self.motion_map.keys()))
         start_date = dates[0]
         for date in dates:
-            if abs((date - start_date).total_seconds()) > 60 * 20:
+            if abs((date - start_date).total_seconds()) > 60 * 5:
                 # end image time series
                 yield imgs
                 start_date = date

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