AI product photo generator and marketplace listing creator
Stage
Not given
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Founded
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Based in
US
UA
Pricing model
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Freemium
Pricing
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Free plan with 12 energy (2 images at 512px, 1 at 1024px). Paid plans: Start $3/100 energy, Studio $7/285 energy, Business $17/800 energy, Corporate $35/1850 energy.
Key features
Pyramid-JiT (P-JiT) architecture with 32×32 token reduction
4× more aggressive token reduction than Linum v2
Converges in 11× fewer samples than Linum v2
2B-parameter model with frozen Qwen text encoder
Pixel-space diffusion with multi-resolution readouts
PixelREPA alignment with DINOv3-L
Curriculum learning over noise schedule
AI-powered product photo generation with customizable concepts
Support for multiple e-commerce platforms including Amazon, eBay, Etsy, and Shopify
Free background remover and transparent background maker
Image resizer with preset dimensions for specific marketplaces
File converter supporting hundreds of formats
Telegram bot integration
Multiple image resolution options from 512px to 4096px
What makes it different
Low-cost training: full 2B model trained for just $21K in compute
Controls baked into model training rather than post-hoc fine-tuning
Pixel-space compression without separate VAE bottleneck
Apache 2.0 open release with full model weights and code
Creates professional product photos in approximately 5 minutes versus 3-7 days for traditional photography
AI automatically determines what is depicted in the picture to apply appropriate concepts
Comprehensive free tools including background removal and file conversion at no cost
Linum
Picforge