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diff --git a/doc/HOWTO.md b/doc/HOWTO.md index 7b0daa0..2b896ab 100644 --- a/doc/HOWTO.md +++ b/doc/HOWTO.md @@ -130,10 +130,27 @@ Processes entire image with sliding window (matches WGSL): **Kernel sizes:** 3×3 (36 weights), 5×5 (100 weights), 7×7 (196 weights) +### CNN v2 Validation + +End-to-end testing: checkpoint → shaders → build → test images → results + +```bash +./scripts/validate_cnn_v2.sh checkpoints/checkpoint_epoch_5000.pth + +# Options: +# -i DIR Test images directory (default: training/validation) +# -o DIR Output directory (default: validation_results) +# --skip-build Use existing cnn_test binary +# -h Show all options +``` + +See `scripts/validate_cnn_v2.sh --help` for full usage. See `doc/CNN_V2.md` for design details. + --- ## Timeline +### Manual Editing Edit `workspaces/main/timeline.seq`: ```text SEQUENCE 0.0 0 @@ -141,6 +158,12 @@ SEQUENCE 0.0 0 ``` Rebuild to apply. See `doc/SEQUENCE.md`. +### Visual Editor +```bash +open tools/timeline_editor/index.html +``` +Features: Drag/drop, beat-based editing, audio playback, waveform visualization, snap-to-beat. See `tools/timeline_editor/README.md`. + --- ## Audio |