DesignerHub: Empowering fashion designers with cutting-edge AI tools

Experience the Future of Fashion Design on our Streamlit App

Check out the Technological Flow of our Solution: Navigate to video-demos/technological-flow.mp4

Check out the Demo of our Functioning Prototype : Navigate to video-demos/DesignerHub-demo.mp4

🌟 Empowering the Next Generation of Fashion Designers

Welcome to DesignerHub, a groundbreaking platform meticulously crafted for the prestigious Myntra HackerRamp. Our mission is to revolutionize the fashion industry by providing cutting-edge AI tools that empower GenZ designers to express their unique creativity and authenticity through personalized fashion creations.

In today's rapidly evolving fashion landscape, GenZ values self-expression and authenticity above all else. DesignerHub serves as the ultimate canvas for these aspiring designers, offering a suite of innovative features that transform abstract ideas into tangible, wearable art. By bridging the gap between imagination and reality, we're not just creating clothes; we're fostering a new era of fashion innovation.

🚀 Unleashing Creativity, Driving Innovation

DesignerHub isn't just a tool; it's a catalyst for change in the fashion industry. Here's how it benefits both Myntra and its cherished customers:

1. Inspired Purchases: By allowing users to create their own designs, we're fostering a deeper connection between customers and their clothing, leading to more meaningful and satisfying purchases.

2. Enhanced User Engagement: Our platform diversifies the user experience, encouraging longer, more frequent interactions with the Myntra ecosystem.

3. Retail Revolution: The designs created on DesignerHub have the potential to transition from digital concepts to real-world products, opening up new avenues for Myntra's product lines.

4. Fashion Internship Opportunities: We're not just creating designers; we're nurturing the next generation of fashion industry professionals.

5. Myntra: The Fashion Epicenter: With DesignerHub, Myntra solidifies its position as the one-stop destination for all things fashion, from conception to creation to purchase.

🎨 Unveiling Our Innovative Features

1. Create Your Own: Where Your Vision Meets AI Artistry

Harness the power of Neural Style Transfer (NST), using the pretrained VGG model and custom loss functions, to breathe life into your wildest fashion dreams.

How it works:

1. Upload your unique silhouette - the canvas for your creativity
2. Choose a light-colored style photo to inspire your design
3. Watch in awe as our AI seamlessly blends your inputs, creating a vibrant, personalized fashion statement

Ready to dive in? Access our NST model:

1. Navigate to the NST directory in this repository
2. Fire up NST.ipynb in Google Colab
3. Upload your silhouette and style image onto Colab
4. Change the content_path variable and style_path variable to reflect the names of your uploaded files and run the code to see the magic!

2. AI-ded Designing: DALL-E Meets Fashion Forward Thinking

Step into the future of fashion design with our DALL-E powered feature. This isn't just design; it's a journey into the unexplored realms of AI-generated fashion.

Your creative journey:

1. Input your fashion vision using descriptive prompts
2. Watch as DALL-E interprets your ideas into unique visual concepts
3. Refine and iterate on the generated designs
4. Explore multiple variations to perfect your vision

3. Mix It Up: Curate, Combine, and Create

Dive into Myntra's exquisite collection and emerge with your own masterpiece. This feature is your playground for combining existing pieces into something entirely new.

Your design adventure:

1. Inspiration Gallery: Begin your journey by perusing our curated collection of pre-generated designs. Let your creativity spark!
2. Choose Your Canvas: Select a silhouette that resonates with your vision. This will form the foundation of your unique creation.
3. Add Your Flair: Pick a style that catches your eye. This is where you infuse your chosen silhouette with color, pattern, and personality.
4. Design It!: With a simple click, watch in amazement as our AI technology seamlessly blends your chosen silhouette and style into a one-of-a-kind fashion piece.

🧠 The AI Magic Behind DesignerHub

Neural Style Transfer (NST): The Art of Fashion Fusion

NST is not just a technology; it's the bridge between art and fashion. This deep learning technique allows us to merge the content of one image with the style of another, resulting in breathtakingly unique designs. In "Create Your Own," NST works its magic to apply artistic styles to your uploaded designs, transforming simple sketches into runway-ready concepts.

DALL-E: Where Imagination Meets AI

DALL-E, the revolutionary AI model by OpenAI, is the cornerstone of our "AI-ded Designing" feature. It takes your textual descriptions and transforms them into visual masterpieces. With DALL-E, the only limit is your imagination. Describe your dream outfit, and watch as AI brings it to life before your eyes.

Demo deployment of our Streamlit App, with no voiceover

Join us in redefining the future of fashion, one design at a time. Welcome to DesignerHub - where AI meets style, and imagination knows no bounds!