Inspiration
We decided to choose this challenge because it is a real world relevance, mostly in design and fashion to get inspired or helping the customer to make better decisions in fashion. There is also a technical interest as it is related to our career and help us to learn about more thing that are not tought in the career, or we have not studied yet.
What it does
The program detect similarities between images of clothes, it clusters them and show the many images to the customer.
How we built it
We used many basic machine learning functions to create the basic thing and we used a pretrained image embedding to extract relevant features of the image, and using diferent metrics to compare diferent observations.
Challenges we ran into
We had troubles about getting features from images, because we rarely know about computer vision, so we almost learned from 0.
Accomplishments that we're proud of
We could apply relevant thing from our AI Degree.
What we learned
Learned about using images embeddings.
What's next for Looking for similarities in clothes
Creating new clothes.
Built With
- jupyter-notebook
- python
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