Cloudina tut 9 issue with processing detections:

[Bergylta]

🐛 Bug

Seems to be something going on with the processing of detections

To Reproduce (REQUIRED)

Project: KSO Model: KSO_alotment_model2 Movie: 01747002 Thresh: 0.2 Input:

dets_df = t_utils.process_detections(
    project=pp.project,
    db_connection=pp.db_connection,
    csv_paths=pp.csv_paths,
    annotations_csv_path=mlp.eval_dir,
    movies_selected_id=pp.movies_selected_id,
    model_registry=mlp.registry,
    model=model.value,
    team_name=mlp.team_name,
    project_name=mlp.project_name,
    source_movies=pp.movies_paths,
)

Output:

---------------------------------------------------------------------------
error                                     Traceback (most recent call last)
Cell In[17], line 1
----> 1 dets_df = t_utils.process_detections(
      2     project=pp.project,
      3     db_connection=pp.db_connection,
      4     csv_paths=pp.csv_paths,
      5     annotations_csv_path=mlp.eval_dir,
      6     movies_selected_id=pp.movies_selected_id,
      7     model_registry=mlp.registry,
      8     model=model.value,
      9     team_name=mlp.team_name,
     10     project_name=mlp.project_name,
     11     source_movies=pp.movies_paths,
     12 )

File ~/kso/kso_utils/tutorials_utils.py:1652, in process_detections(project, db_connection, csv_paths, annotations_csv_path, model_registry, movies_selected_id, model, project_name, team_name, source_movies)
   1649 # Set the fps information for movies without info in the sql db
   1650 if "fps" not in df.columns:
   1651     # Get the fps of the movie
-> 1652     df["fps"], _ = movie_utils.get_fps_duration(movie_path=source_movies)
   1654     # Set the movie id to 0
   1655     df["movie_id"] = 0

File ~/kso/kso_utils/movie_utils.py:45, in get_fps_duration(movie_path)
     38 def get_fps_duration(movie_path: str):
     39     """
     40     This function takes the path (or url) of a movie and returns its fps and duration information
     41 
     42     :param movie_path: a string containing the path (or url) where the movie of interest can be access from
     43     :return: Two integers, the fps and duration of the movie
     44     """
---> 45     cap = cv2.VideoCapture(movie_path)
     46     fps = cap.get(cv2.CAP_PROP_FPS)
     47     frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))

error: OpenCV(4.7.0) :-1: error: (-5:Bad argument) in function 'VideoCapture'
> Overload resolution failed:
>  - Can't convert object of type 'list' to 'str' for 'filename'
>  - VideoCapture() missing required argument 'apiPreference' (pos 2)
>  - Argument 'index' is required to be an integer
>  - VideoCapture() missing required argument 'apiPreference' (pos 2)

Expected behavior

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Environment

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• OS: [e.g. Ubuntu]
• GPU [e.g. 2080 Ti]

Additional context

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[victor-wildlife]

I tried to replicate the error but couldn't download the artifact

[jannesgg]

@Bergylta @victor-wildlife This seems to be a larger issue related to the MLFlow API. We are currently investigating this to find a potential solution.

[jannesgg]

@victor-wildlife @Bergylta Please retry this as the MLFlow API issue should now be fixed.

[jannesgg]

Closing this as issues have been separated.