#Ml Systems

2 items across 1 domain

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Writing (2)

Writing

Multimodal Emotion Recognition: What Actually Worked (and What Didn’t)

I built a multimodal emotion recognition system using audio and text, expecting combined models to outperform single modalities. In practice, simpler models and selective feature extraction performed more reliably than complex integrations.

Writing

Building an Image-Based Clothing Recommendation System

An end-to-end image-based recommendation system that combines classification, feature extraction, and similarity ranking to generate meaningful clothing recommendations from user-uploaded images.