Russ Maschmeyer

Russ Maschmeyer



AI unlocks unlimited product photography. 🀯 Recent advances have made it possible for merchants to turn mobile photos into high quality product images + ad creative. AI can now learn and reproduce a product on demand. Moreβ€¦πŸ‘‡[1/10] #ai #aiart #stablediffusion #dreambooth

Products with simple forms and organic lines reproduce exceptionally well. We took this trainer on adventures across unfamiliar terrain. πŸ‘ŸπŸ” [2/10]

This mid-century Eames Lounge got a tour of some Bond-villain HQs nestled into the world’s most beautiful landscapes. 🏜🧊 [3/10]

A home fashion shoot got a *slight upgrade. πŸ’… [4/10]

And Big Bear finally got a chance to showcase his holiday versatility. πŸŽƒπŸ§ΈπŸŽπŸŒΌ [5/10]

Of course AI can generate expressive images of real products for ads and other creative applications too… [6/10]

But some products don't embed/reproduce well. StableDiffusion is currently challenged by… 1. Text, logos, and precise detail 2. Complex geometry 3. Counting

But even in its current state, AI is capable of helping new merchants put their best foot forward and could be a powerful tool for creatives working with more established brands. [8/10]

The pace of progress around AI is staggering. Breakthrough research papers appear each week, enabling a new mind-bending wave of possibilities. It's both exciting and exhausting! πŸ˜… [9/10]

All the nerdy details… We used #dreambooth to train models for each product. 200-250 regularization images from the same product category, 20-25 training images of a specific product, 4000 iterations (~1–1.5hrs on an A100). βœŒοΈπŸ™[10/10]

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