Build amazing eCommerce apps with new OctoAI Image Gen Solution
OctoAI (now NVIDIA)
Run, tune, and scale the models that power AI applications.
Today we launched the OctoAI Image Gen Solution, the fastest and most customizable GenAI stack for production-grade image generation applications. One application area where we’re already seeing lots of interest is e-commerce – specifically generating high quality product images. Check out our video below for a walk through of how OctoAI can power e-commerce use cases like product placement.
To showcase this power, we built a sample app called OctoStudio, which can generate hundreds of custom images of your product, on the fly, in minutes.
Our co-founder and DevRel lead Thierry Moreau took inspiration from AI-powered creative tooling for advertisers and retailers that came from Amazon and Google. These new tools help small businesses more easily connect with online shoppers by harnessing the power of Generative AI to customize product photography.
But he took the idea even further.
What if instead of just simple background replacement, we used OctoAI Image Gen to fully leverage the flexibility of GenAI models (e.g. SDXL, LLAMA) to place the product under highly custom situations? What if we display the product under different angles? What if I could have very fine control over the person who is wearing the item? Or over what’s displayed in the background of the photo shoot? And what if we could build this based on open models and technologies, with full control to change the models over time and no restrictive lock-in? That would be pretty cool.
Here's a sneak peek of the kinds of things you can create.
We tuned a model in OctoAI Image Gen using 10 photos of adults wearing the OctoShirt:
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Then, OctoAI's Asset Orchestrator framework (think RAG, but for media generation) mixes a cocktail of models (Llama2, CLIP, SDXL, and Octoshirt LoRA) with our prompts: (kids on Dia de los Muertos), and voila:
OctoStudio offers a blueprint for a modern, multimodal GenAI e-commerce app. One that delivers a high degree of customization towards a target demographic and time of the year / cultural event for which the product is being marketed. Out of a small collection of photographic assets, businesses can achieve asset amplification and specialization to a degree never delivered before. And all of this with production-grade speed, scalability and reliability out of the box.
Check out the full blog to learn how you can create your own product placement app to rival the eCommerce giants ??
Or...
You can sign up and start building on the OctoAI Image Gen Solution today.
You’re also welcome to join us on Discord to engage with the team and our community. We’ll use the Discord channel to share about upcoming features, promotions and competitions. Stay tuned to learn more, and we look forward to see the applications and imagery you build using GenAI.
#ecommerce #martech #advertising #generativeai #sdxl