A Failure of Easy Human Part Segmentation

[GloryyrolG]

Hi @PeizeSun @ShoufaChen et al.,

Thx for ur great contribution. When I tried the demo on the image below, with the cmd:

python demo/demo.py --config-file configs/partimagenet_ablation/r50_lvis_paco_pascalpart_ins11_ins11parsed.yaml \
  --input input1.jpg \
  --output output_image \
  --vocabulary pascal_part \
  --confidence-threshold 0.7 \
  --opts MODEL.WEIGHTS models/r50_lvis_paco_pascalpart_ins11_ins11parsed.pth VIS.BOX False

I cannot get satisfactory generalization results: e.g., misclassify the leg as the arm. Could you provide some guidance on this issue? Many thx & rgds,

Refs:
https://github.com/facebookresearch/VLPart/blob/main/MODEL_ZOO.md#cross-dataset-part-segmentation-on-partimagenet