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Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face)

1•aman179102•1h ago
I built MoodSense AI, an end-to-end NLP project that detects mood from text and provides basic recommendations.

It classifies text into multiple moods (happy, sad, anxious, etc.), shows confidence and probability distribution, and exposes both an API (FastAPI) and a UI (Gradio).

The goal was to go beyond just training a model and make something actually usable.

Live demo: https://huggingface.co/spaces/aman179102/moodsense-ai

Source: https://github.com/aman179102/moodsense-ai

Tech stack: Python, scikit-learn, LightGBM, spaCy, FastAPI, Gradio

Comments

jeffreygoesto•1h ago
I gave it the ending of Molly Bloom's Monologue and it went "confused" ;). But Joyce wanted it to be the most positive ending possible. Hm.

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Persistent vs. Stubborn / Genius vs. Intelligent

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Is Ireland the worst run country in Europe?

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Native macOS Multi Agent Development UI

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