Inspiration

The frustration of navigating wardrobe choices inspired our quest for a seamless solution. We envisioned a tool that effortlessly transforms individual garments into complete, stylish outfits.

What it does

Our project leverages neural networks to turn any fashion item into a curated ensemble. Simply input a piece, and watch as the system crafts a cohesive outfit, revolutionizing the way we approach personal style.

How we built it

We embarked on a journey of data collection, model development, and rigorous testing. The neural network's architecture evolved through iterative processes, ensuring accurate and real-time outfit generation.

Challenges we ran into

Data cleaning presented unexpected hurdles, with inaccuracies in reference outfits. We implemented a robust validation system, combining manual checks and automation to enhance dataset reliability.

Accomplishments that we're proud of

Overcoming data challenges stands as a significant achievement. The project now seamlessly translates its vision into reality, providing users with a reliable and innovative fashion companion.

What we learned

The journey taught us the critical importance of meticulous data handling. From refining neural networks to addressing real-world data complexities, the learning curve was steep but rewarding.

What's next for Mango 2023

Looking forward, we aim to expand features, enhance user experience, and explore partnerships. Mango 2023 is not just a tool; it's a fashion evolution, and the next steps involve taking it to new heights.

Built With

• python
• streamlit