Outfit_Qwen-Image-Edit-2511_in_Kling

Synthetic outfit-swap pairs for Qwen-Image-Edit-2511 SFT (keyframe garment edit), generated with IDM-VTON as the teacher over VITON-HD.

Batches

Batches are separate directories in this one repo. Every batch uses a distinct (person, garment) pairing: no person is paired with the garment they already wear, and no pair is repeated across batches. batch_meta_*.json records the seed and the dedup counts, pairs_*.txt the exact pairing, so the guarantee is checkable.

batch	目录	图片数
batch1 (VITON-HD test split)	synth/idm_unpaired/	2032
batch1 (VITON-HD train split)	synth/idm_unpaired_train/	11647
idm_unpaired_train_b2	synth/idm_unpaired_train_b2/	11647

Layout

synth/<batch>/
  images/part-XXXX/…jpg   # sharded: HF allows at most 10000 files per directory
  manifest.jsonl          # person / cloth / out_rel, paths match the sharding
  pairs_*.txt             # the pairing this batch consumed (batch2 onward)
  batch_meta_*.json       # seed + dedup proof (batch2 onward)
converted_idm_synth_train_v2/
  metadata_train.json     # DiffSynth training metadata, full-text v2 prompts

edit_image paths in the metadata assume a local viton_hd/ tree — download VITON-HD yourself (CC BY-NC). scripts/prepare_data_from_hf.sh in the code repo does the download, flattens the shards and rebuilds the metadata.

License

Non-commercial research only. Derived from:

• VITON-HD (CC BY-NC 4.0)
• IDM-VTON (CC BY-NC-SA 4.0)

Attribute the upstream authors. Do not use commercially without rights.

Code

Training, evaluation and data tooling: https://github.com/eternity-blog/Qwen-Image-Edit-Outfit-SFT