MANIFESTO
COMPUTE THE ASSET. SKIP THE RENDER FARM. Consumer AI was built for social media feeds.
It chokes on non-standard aspect ratios, hallucinates on massive LED pixelmaps, and fails at frame-accurate loops.
d_generate is an industrial pre-render engine built strictly for stage production, concerts, and architectural
installations. We engineer bespoke LoRA models, lock first-to-last frame continuity, and compute native irregular
resolutions with multi-stage upscaling — delivering heavy, show-ready visual batches before the crew loads into the venue.
01 // DYNAMIC PIXELMAP LOGIC
Irregular LED walls, native
Automated aspect-ratio detection & latent rounding for irregular LED walls.
02 // FIRST-TO-LAST FRAME LOCK
Seamless stage loops
Deterministic frame interpolation and seamless stage loop generation.
03 // BESPOKE LoRA PIPELINES
Show-specific weights
Custom-trained visual weights tailored to specific show aesthetics.
04 // MULTI-STAGE UPSCALING
4x / 8K extreme output
Dual-pass latent refinement and 4x/8K extreme resolution output.