Closed apoman38 closed 3 years ago
Sorry for my carelessness and for the wrong implementation of the task. I will be more specific about what was implemented.
Initially, in the analyze_visual.py file in the dir_process_video() function, I added to save and return the names of the features. Then in train.py, it was added to feature_extraction() to store the names of the features in dictionary format. A new file named feature_selection.py has been created which plots the feature histograms.
Please check if the feature_selection.py plots in the right form the histograms and let me know if changes need to be made.
Please run the feature_selection.py with the command python3 feature_selection.py -v dataset/Aerial dataset/Tilt
where dataset/Aerial, dataset/Tilt the directories of video files.
A file named report.html must be created after the run of feature_selection.py.
In this Html file, they are histograms of every feature separately.