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  1. schema: '2.0'
  2. stages:
  3. get_videos:
  4. cmd: python src/get_videos.py
  5. deps:
  6. - path: src/config.py
  7. md5: 327c096fc0fc073c28020e4362ee6858
  8. size: 492
  9. outs:
  10. - path: data/videos
  11. md5: 24d464c40fe2e6511058940110924ff0.dir
  12. size: 612469522
  13. nfiles: 2
  14. extract_frames:
  15. cmd: python src/extract_frames.py
  16. deps:
  17. - path: data/videos
  18. md5: 24d464c40fe2e6511058940110924ff0.dir
  19. size: 612469522
  20. nfiles: 2
  21. - path: src/config.py
  22. md5: 327c096fc0fc073c28020e4362ee6858
  23. size: 492
  24. - path: src/utils.py
  25. md5: 356a8e60da7843543392eecebaf358e6
  26. size: 1905
  27. outs:
  28. - path: data/raw
  29. md5: f6d218c7faad5ff57d24c9e9df284b66.dir
  30. size: 232060877
  31. nfiles: 9238
  32. create_train_test_split:
  33. cmd: python src/create_train_test_split.py
  34. deps:
  35. - path: data/raw
  36. md5: f6d218c7faad5ff57d24c9e9df284b66.dir
  37. size: 232060877
  38. nfiles: 9238
  39. - path: src/config.py
  40. md5: 327c096fc0fc073c28020e4362ee6858
  41. size: 492
  42. outs:
  43. - path: data/processed
  44. md5: 1f4a40043a6fdcfab7bdafb11daf5f5f.dir
  45. size: 136485922
  46. nfiles: 6002
  47. train:
  48. cmd: python src/train.py
  49. deps:
  50. - path: data/processed/
  51. md5: 1f4a40043a6fdcfab7bdafb11daf5f5f.dir
  52. size: 136485922
  53. nfiles: 6002
  54. - path: src/config.py
  55. md5: 327c096fc0fc073c28020e4362ee6858
  56. size: 492
  57. outs:
  58. - path: metrics.csv
  59. md5: 7420d5d4c188ae7153122850e2eac07f
  60. size: 116
  61. - path: models
  62. md5: 614b0ef7f0ceed4b235b16c53f44de55.dir
  63. size: 10175722
  64. nfiles: 5
  65. - path: params.yml
  66. md5: 15f8056f1bac19ad37fe495257ffbc53
  67. size: 46
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