facebookresearch / VLPart

[ICCV2023] VLPart: Going Denser with Open-Vocabulary Part Segmentation
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A Failure of Easy Human Part Segmentation #13

Open GloryyrolG opened 7 months ago

GloryyrolG commented 7 months ago

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,

image

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