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  1. .gitattributes +547 -0
  2. NWPUCampusDataset/groundtruth/NWPU_Campus_gt.npz +3 -0
  3. NWPUCampusDataset/groundtruth/read_gt_file.py +9 -0
  4. NWPUCampusDataset/readme.txt +2 -0
  5. NWPUCampusDataset/videos/Test/D001_01.avi +3 -0
  6. NWPUCampusDataset/videos/Test/D001_02.avi +3 -0
  7. NWPUCampusDataset/videos/Test/D001_03.avi +3 -0
  8. NWPUCampusDataset/videos/Test/D001_04.avi +3 -0
  9. NWPUCampusDataset/videos/Test/D002_01.avi +3 -0
  10. NWPUCampusDataset/videos/Test/D002_02.avi +3 -0
  11. NWPUCampusDataset/videos/Test/D003_01.avi +3 -0
  12. NWPUCampusDataset/videos/Test/D003_02.avi +3 -0
  13. NWPUCampusDataset/videos/Test/D003_03.avi +3 -0
  14. NWPUCampusDataset/videos/Test/D003_04.avi +3 -0
  15. NWPUCampusDataset/videos/Test/D003_05.avi +3 -0
  16. NWPUCampusDataset/videos/Test/D013_01.avi +3 -0
  17. NWPUCampusDataset/videos/Test/D013_02.avi +3 -0
  18. NWPUCampusDataset/videos/Test/D013_03.avi +3 -0
  19. NWPUCampusDataset/videos/Test/D013_04.avi +3 -0
  20. NWPUCampusDataset/videos/Test/D014_01.avi +3 -0
  21. NWPUCampusDataset/videos/Test/D014_02.avi +3 -0
  22. NWPUCampusDataset/videos/Test/D014_03.avi +3 -0
  23. NWPUCampusDataset/videos/Test/D014_04.avi +3 -0
  24. NWPUCampusDataset/videos/Test/D029_01.avi +3 -0
  25. NWPUCampusDataset/videos/Test/D029_02.avi +3 -0
  26. NWPUCampusDataset/videos/Test/D031_01.avi +3 -0
  27. NWPUCampusDataset/videos/Test/D031_02.avi +3 -0
  28. NWPUCampusDataset/videos/Test/D031_03.avi +3 -0
  29. NWPUCampusDataset/videos/Test/D031_04.avi +3 -0
  30. NWPUCampusDataset/videos/Test/D031_05.avi +3 -0
  31. NWPUCampusDataset/videos/Test/D031_06.avi +3 -0
  32. NWPUCampusDataset/videos/Test/D031_07.avi +3 -0
  33. NWPUCampusDataset/videos/Test/D031_08.avi +3 -0
  34. NWPUCampusDataset/videos/Test/D031_09.avi +3 -0
  35. NWPUCampusDataset/videos/Test/D035_01.avi +3 -0
  36. NWPUCampusDataset/videos/Test/D035_02.avi +3 -0
  37. NWPUCampusDataset/videos/Test/D035_03.avi +3 -0
  38. NWPUCampusDataset/videos/Test/D036_01.avi +3 -0
  39. NWPUCampusDataset/videos/Test/D036_02.avi +3 -0
  40. NWPUCampusDataset/videos/Test/D036_03.avi +3 -0
  41. NWPUCampusDataset/videos/Test/D036_04.avi +3 -0
  42. NWPUCampusDataset/videos/Test/D036_05.avi +3 -0
  43. NWPUCampusDataset/videos/Test/D036_06.avi +3 -0
  44. NWPUCampusDataset/videos/Test/D036_07.avi +3 -0
  45. NWPUCampusDataset/videos/Test/D036_08.avi +3 -0
  46. NWPUCampusDataset/videos/Test/D038_01.avi +3 -0
  47. NWPUCampusDataset/videos/Test/D038_02.avi +3 -0
  48. NWPUCampusDataset/videos/Test/D038_03.avi +3 -0
  49. NWPUCampusDataset/videos/Test/D038_04.avi +3 -0
  50. NWPUCampusDataset/videos/Test/D038_05.avi +3 -0
.gitattributes CHANGED
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+ import numpy as np
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+
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+ gt_npz = np.load("./NWPU_Campus_gt.npz")
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+ vid_name_list = list(gt_npz.keys())
5
+ example_vid_name: str = vid_name_list[0]
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+ example_vid_gt_array: np.ndarray = gt_npz[example_vid_name]
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+
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+ print(example_vid_name, example_vid_gt_array.shape, example_vid_gt_array.dtype)
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+ print(example_vid_gt_array) # 0 represents "normal" and 1 represents "abnormal"
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+ This is the NWPU Campus dataset proposed in CVPR 2023 by Congqi Cao, Yue Lu, Peng Wang and Yanning Zhang.
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+ Please refer to https://campusvad.github.io/ and our paper "A New Comprehensive Benchmark for Semi-supervised Video Anomaly Detection and Anticipation" for a detailed introduction of the dataset.
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