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diff --git a/doc/HOWTO.md b/doc/HOWTO.md index 2290aa8..1e8b58b 100644 --- a/doc/HOWTO.md +++ b/doc/HOWTO.md @@ -145,6 +145,9 @@ Enhanced CNN with parametric static features (7D input: RGBD + UV + sin encoding # Custom architecture ./scripts/train_cnn_v2_full.sh --kernel-sizes 3,5,3 --num-layers 3 --mip-level 1 +# Grayscale loss (compute loss on luminance instead of RGBA) +./scripts/train_cnn_v2_full.sh --grayscale-loss + # Custom directories ./scripts/train_cnn_v2_full.sh --input training/input --target training/target_2 @@ -188,6 +191,12 @@ Enhanced CNN with parametric static features (7D input: RGBD + UV + sin encoding --input training/input/ --target training/target_2/ \ --mip-level 1 \ --epochs 100 --batch-size 16 + +# Grayscale loss (compute loss on luminance Y = 0.299*R + 0.587*G + 0.114*B) +./training/train_cnn_v2.py \ + --input training/input/ --target training/target_2/ \ + --grayscale-loss \ + --epochs 100 --batch-size 16 ``` **Export Binary Weights:** |