Highlight Detection

Extract the highlights of e-sports through multi-imodal analysis using video, audio and chat data.

contributor

- HIhyun
- GMpark

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video analysis

image_data_extraction_for_OCR

- video/lolData/frame_extraction.ipynb

win_loss_classifier

- data_directory : video/lolData/leagueoflegends2018~2020
- data_preprocessing : video/lolData/lolApi2018~2019.ipynb
                       video/lolData/lolApi_without_2015.ipynb
- win_loss_classifier_model : video/win_loss_classifier/MLP.ipynb

highlight_point extractor

- data_directory : video/lolData/exp_data
- data_preprocessing : video/lolData/exp_data/2019_test_data.ipynb
                       video/lolData/exp_data/preprocessing.ipynb
- highlight_point_extractor : video/experiment.ipynb
- evaluation : video/evaluation.ipynb

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audio analysis

energy_anaylsis_suing_emd

- data_preprocessing : audio/audio_split.ipynb
- emd : audio/emd.ipynb
- feature_extraction : audio/feature extraction.ipynb
- evaluation : evaluation.ipynb

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chat analisys