Yo, what's good, boys! This project combines two powerful components: FashionGPT, an AI-powered fashion recommender system, and VirgilAblohGPT, a fashion chatbot assistant powered by ChatGLM-6b. Together, they provide a comprehensive fashion experience, acting as your guide and hype beast friend.
FashionGPT uses a pre-trained ResNet50 model as a feature extractor to analyze the visual aspects of a user's selected image. It then compares the extracted features with a database of product images to find the most visually similar items. The Nearest Neighbors algorithm is employed to identify the top matching products based on their similarity scores. Users can choose to display the original image alongside the recommendations for easy comparison and can adjust the number of recommendations displayed. Additional product information and color palettes are also available for each recommendation.
VirgilAblohGPT (https://github.com/knowrohit/virgilablohGPT) enhances the experience by offering fashion-related conversations and recommendations. Powered by ChatGLM-6b, the chatbot provides information on fashion topics, engages in discussions, and assists with various fashion-related tasks. Users can choose from a range of topics, such as summer fashion, winter trends, vintage style, street style, workout gear, accessories, sustainable fashion, latest fashion tech, fashion influencers, personal styling tips, and dress codes. They can also select specific tasks like coding, summarization, emotion detection, friendship, education, humor, storytelling, translation, writing, fact-checking, advice, forecast, analysis, brainstorming, negotiation, and motivation, each tailored to provide unique responses.
- State-of-the-art deep learning model for feature extraction
- Efficient and accurate product recommendations
- User-friendly interface for seamless interaction
- Option to display the original image alongside recommendations
- Adjustable number of recommendations
- Detailed information and color palettes for recommended products
- Wide range of supported fashion products
- Continually updated and refined to deliver the best results
- Fashion chatbot assistant powered by ChatGLM-6b
- Engages in fashion-related conversations and provides information
- Supports various fashion topics for focused discussions
- Offers specific fashion tasks for tailored responses
- Provides recommendations, advice, and assistance
- Keeps track of conversation history for easy review
FashionGPT is developed by a dedicated AI enthusiast and fashion aficionado, who believe in harnessing the power of technology to improve the shopping experience for users. He is committed to delivering innovative solutions that help users find their ideal fashion products with ease and accuracy.
We would love to hear from you! If you have any questions, suggestions, or feedback, please feel free to reach out to us at [email protected]. You can also connect with us on Twitter.
We would like to express our gratitude to the following resources and organizations for their invaluable support and contributions to the development of FashionGPT:
- Rahul Tiwari for the inspiration
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent