KU-BIG/KUBIG_2025_FALL
Aug 2025 – Aug 2025
1 Month active
Languages Used
BashPython
Technical Skills
Action SpottingAudio ProcessingComputer VisionData PreprocessingDeep LearningFFmpeg
Haeune-Jeon
PROFILE
Haeune-jeon
During August 2025, Haeun developed the CV_Soccer video highlight extraction system within the KU-BIG/KUBIG_2025_FALL repository, delivering an end-to-end pipeline for automated soccer video analysis. The project combined Python and Bash scripting with deep learning frameworks such as PyTorch and TensorFlow to process video and audio data, extract features, and train fusion-based models for action spotting and highlight generation. Haeun implemented scalable pipelines for data loading, model training, inference, and evaluation, supporting iterative improvements. The work demonstrated depth in integrating computer vision, audio processing, and machine learning, resulting in a robust system for generating soccer game highlights automatically.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
5,763
Activity Months1
Your Network
28 peopleSame Organization
@DESKTOP-9LNTG1I.localdomain1
Work History
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary for KU-BIG/KUBIG_2025_FALL: Delivered the CV_Soccer video highlight extraction system and established an end-to-end pipeline for soccer video analysis, enabling automated highlight generation and action spotting from soccer games.
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary for KU-BIG/KUBIG_2025_FALL: Delivered the CV_Soccer video highlight extraction system and established an end-to-end pipeline for soccer video analysis, enabling automated highlight generation and action spotting from soccer games.
August 2025
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
BashPython
Technical Skills
Action SpottingAudio ProcessingComputer VisionData PreprocessingDeep LearningFFmpegFeature ExtractionMachine LearningModel TrainingPyTorchTensorFlowVideo Analysis
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