SaiKiranReddyK28 / Emotion-based-music-recommendation-system

The Emotion-Based Music Recommendation System provides real-time, personalized song suggestions by analyzing users' emotions, creating a unique and emotionally resonant music experience across various platforms with data privacy.
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Model Improvement (CNN Training) #4

Closed SaiKiranReddyK28 closed 4 weeks ago

SaiKiranReddyK28 commented 1 month ago

Task: Fine-tune the existing CNN model to detect a wider range of emotions with greater accuracy. Dependencies: Dataset preparation, GPU availability for faster training. Notes: Implement data augmentation to boost model performance.

Vineeth1810 commented 4 weeks ago

started working on fine tuning

Abrarb702 commented 4 weeks ago

dine with the fine-tuning and augmentation. ImageDataGenerator class is used to augment the dataset, allowing for better generalization.