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@@ -24,6 +24,27 @@ Self-contained workspaces for parallel demo development. --- +## Priority 2: CNN v2 - Parametric Static Features (Task #85) [PLANNING] + +Enhanced CNN post-processing with multi-dimensional feature inputs. + +**Design:** `doc/CNN_V2.md` + +**Implementation phases:** +1. Static features compute shader (RGBD + UV + sin encoding + bias) +2. C++ effect class (multi-pass layer execution) +3. Training pipeline (PyTorch f32 → f16 export) +4. Validation tooling (end-to-end checkpoint testing) + +**Key improvements over v1:** +- 7D static feature input (vs 4D RGB) +- Per-layer configurable kernels (1×1, 3×3, 5×5) +- Float16 weight storage (~6.4 KB vs 3.2 KB) + +**Target:** <10 KB for 64k demo constraint + +--- + ## Priority 3: 3D System Enhancements (Task #18) Pipeline for importing complex 3D scenes to replace hardcoded geometry. |
