İvme-Denoise-v1 (İvmetron-Guanine1): 2.97M-param Bayesian shrinkage denoiser

README.md

@@ -34,7 +34,7 @@ The codename is a **margay** — a small nocturnal wild cat with the largest eye
 
 ![before / after](assets/hero.jpg)
 
-*A 12.3 MP high-ISO frame, one pass, no per-image tuning. Left: original. Right: `denoise_auto` with tiled inference, 6.5 s.*
+*A 12.3 MP high-ISO frame, one pass, no per-image tuning. Left: original. Right: `denoise_auto` with tiled inference. Rendered from `model.safetensors` in this repo.*
 
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@@ -88,12 +88,6 @@ All three crops below are 145 % magnifications of the same frame, straight out o
 
 **Tactile strip.** Saturated yellow under sodium light, which is where JPEG chroma subsampling does the most damage. The grain is removed without the plastic-looking flatness you get from a heavy Gaussian blur.
 
-A second frame, a park scene in daylight, denoised at σ = 6 — the value its own noise estimator picked:
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-![park example](assets/example-park.jpg)
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-The gentle setting is the interesting one: at σ = 6 the model has almost nothing to do, and it correctly does almost nothing. Detail is preserved because the energy gate never closes.
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 ## Model details