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Official Implementation of GarmentImage: Raster Encoding of Garment Sewing Patterns with Diverse Topologies

SIGGRAPH 2025 (Conference Track)

Project Page: https://yukistavailable.github.io/garmentimage.github.io/

Paper: https://www.arxiv.org/abs/2505.02592

Set up an environment

Install UV

see an official document

Linux

curl -LsSf https://astral.sh/uv/install.sh | sh

Set up environment with UV

uv sync

Execute commands

Encode

tops with darts

uv run python encode.py -i assets/rand_CFG7B8V834_specification.json -o output/rand_CFG7B8V834.npy -v --dart_alignment --front_to_back_alignment --disable_align_stitches --scale 8

dress with sleeves

uv run python encode.py -i assets/dress_0XAVEH5G53_specification.json -o output/dress_0XAVEH5G53.npy -v --front_to_back_alignment --disable_align_stitches

pants

uv run python encode.py -i assets/jumpsuit_sleeveless_0C9A7U6789_specification.json -o output/jumpsuit_sleeveless_0C9A7U6789_specification.npy -v --front_to_back_alignment --disable_align_stitches

Decode

uv run python decode.py -i output/rand_CFG7B8V834.npy -v -o output_vis/rand_CFG7B8V834.png --garment_type dress_sleeveless_centerseparated_skirtremoved

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