Can't run demo code

[yestaehyung]

hello when i run demo code there was some error

python demo/image_demo.py ../dataset/test/03fc99c4deaf14724ef6277dec16b8e8.jpg work_dirs/attribute_mask_rcnn_swin_b_3x/attribute_mask_rcnn_swin_b_3x.py work_dirs/attribute_mask_rcnn_swin_b_3x/latest.pth

how can i solve this error?

Traceback (most recent call last):
File "/home/kshan/anaconda3/envs/fashionformer/lib/python3.8/site-packages/mmcv/utils/misc.py", line 73, in import_modules_from_strings
imported_tmp = import_module(imp)
File "/home/kshan/anaconda3/envs/fashionformer/lib/python3.8/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "", line 1014, in _gcd_import
File "", line 991, in _find_and_load
File "", line 973, in _find_and_load_unlocked
ModuleNotFoundError: No module named 'datasets'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "demo/image_demo.py", line 69, in
main(args)
File "demo/image_demo.py", line 35, in main
model = init_detector(args.config, args.checkpoint, device=args.device)
File "/home/kshan/taehyung/mmdetection/mmdet/apis/inference.py", line 33, in init_detector
config = mmcv.Config.fromfile(config)
File "/home/kshan/anaconda3/envs/fashionformer/lib/python3.8/site-packages/mmcv/utils/config.py", line 343, in fromfile
import_modules_from_strings(**cfg_dict['custom_imports'])
File "/home/kshan/anaconda3/envs/fashionformer/lib/python3.8/site-packages/mmcv/utils/misc.py", line 80, in import_modules_from_strings
raise ImportError
ImportError

[xushilin1]

Thanks for your interest in our work.
I think you can try the command like this.
PYTHONPATH='.' python demo/image_demo.py ...

[abaybektursun]

Same issue here. I tried

PYTHONPATH='.' python demo/image_demo.py demo.jpg configs/fashionformer/fashionpedia/fashionformer_r50_mlvl_feat_3x.py fashionformer_r50_3x.pth

Same error.

[abaybektursun]

I was able to solve this error by installing depedencies that are missing in the readme.

pip install git+https://github.com/cocodataset/panopticapi.git
pip install sklearn
pip install scikit-image

However, another issue came to its place:

Traceback (most recent call last):
  File "demo/image_demo.py", line 68, in <module>
    main(args)
  File "demo/image_demo.py", line 34, in main
    model = init_detector(args.config, args.checkpoint, device=args.device)
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/venv/lib/python3.8/site-packages/mmdet/apis/inference.py", line 33, in init_detector
    config = mmcv.Config.fromfile(config)
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/venv/lib/python3.8/site-packages/mmcv/utils/config.py", line 335, in fromfile
    import_modules_from_strings(**cfg_dict['custom_imports'])
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/venv/lib/python3.8/site-packages/mmcv/utils/misc.py", line 73, in import_modules_from_strings
    imported_tmp = import_module(imp)
  File "/usr/lib/python3.8/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
  File "<frozen importlib._bootstrap>", line 991, in _find_and_load
  File "<frozen importlib._bootstrap>", line 975, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 671, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 848, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/projects/FashionFormer/__init__.py", line 2, in <module>
    from .kernel_roi_head import KernelIterHead
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/projects/FashionFormer/kernel_roi_head.py", line 8, in <module>
    from models.assigner.mask_pseudo_sampler import MaskPseudoSampler
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/models/assigner/__init__.py", line 1, in <module>
    from .mask_hungarian_assigner import DiceCost, MaskCost, MaskHungarianAssigner
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/models/assigner/mask_hungarian_assigner.py", line 15, in <module>
    class DiceCost(object):
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/venv/lib/python3.8/site-packages/mmcv/utils/registry.py", line 311, in _register
    self._register_module(
  File "/home/abaybektursun/projects/Product_Labels_Ejike_Uzoigwe/FashionFormer/venv/lib/python3.8/site-packages/mmcv/utils/registry.py", line 246, in _register_module
    raise KeyError(f'{name} is already registered '
KeyError: 'DiceCost is already registered in Match Cost'

UPDATE: downgraded to mmdet==2.18.0 all other versions match according to readme.
Now I get this error:

Traceback (most recent call last):
  File "demo/image_demo.py", line 68, in <module>
    main(args)
  File "demo/image_demo.py", line 38, in main
    show_result_pyplot(
TypeError: show_result_pyplot() got an unexpected keyword argument 'palette'

[xushilin1]

Thanks for your interest and sorry for the late reply.
I have reproduced this issue and fixed this bug in mmdet==2.18.0;

[danailliu]

hello，when I run the demo. ALL the coordinate of BBOX is zero.like this:

[array([[0. , 0. , 0. , 0. , 0.79686284]],
dtype=float32),
array([[0. , 0. , 0. , 0. , 0.05989303]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.0524485]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.02910043],
[0. , 0. , 0. , 0. , 0.02114534],
[0. , 0. , 0. , 0. , 0.01676908],
[0. , 0. , 0. , 0. , 0.01669254]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.02301841],
[0. , 0. , 0. , 0. , 0.01924651]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.03298811]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.01731287]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.89752316]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.06933805],
[0. , 0. , 0. , 0. , 0.05986979],
[0. , 0. , 0. , 0. , 0.02281323],
[0. , 0. , 0. , 0. , 0.01794562]],
dtype=float32),
array([[0. , 0. , 0. , 0. , 0.90336406],
[0. , 0. , 0. , 0. , 0.5355902 ],
[0. , 0. , 0. , 0. , 0.33188647],
[0. , 0. , 0. , 0. , 0.03402795],
[0. , 0. , 0. , 0. , 0.02057427],
[0. , 0. , 0. , 0. , 0.01929876]],
dtype=float32),
array([[0. , 0. , 0. , 0. , 0.77538824],
[0. , 0. , 0. , 0. , 0.7699898 ],
[0. , 0. , 0. , 0. , 0.04109826],
[0. , 0. , 0. , 0. , 0.03557413],
[0. , 0. , 0. , 0. , 0.03185431],
[0. , 0. , 0. , 0. , 0.03024532],
[0. , 0. , 0. , 0. , 0.02898962],
[0. , 0. , 0. , 0. , 0.02549006],
[0. , 0. , 0. , 0. , 0.02261182],
[0. , 0. , 0. , 0. , 0.02258267],
[0. , 0. , 0. , 0. , 0.02063485],
[0. , 0. , 0. , 0. , 0.02014134],
[0. , 0. , 0. , 0. , 0.01998736],
[0. , 0. , 0. , 0. , 0.01909333],
[0. , 0. , 0. , 0. , 0.01787589],
[0. , 0. , 0. , 0. , 0.01767974],
[0. , 0. , 0. , 0. , 0.01759748],
[0. , 0. , 0. , 0. , 0.01683186]],
dtype=float32),
array([[0. , 0. , 0. , 0. , 0.02470406],
[0. , 0. , 0. , 0. , 0.0189336 ],
[0. , 0. , 0. , 0. , 0.01676438]],
dtype=float32),
array([], shape=(0, 5), dtype=float32),
array([[0. , 0. , 0. , 0. , 0.03116137]],
dtype=float32),

[ranjeetthakur193]

Spent whole day can't setup the environment, Better to add a colab notebook or a docker image

[MroutsideturnAF]

Spent whole day can't setup the environment, Better to add a colab notebook or a docker image

The following setup worked for me on colab.
pip_freeze.txt

[anilsathyan7]

This seems to work, atleast with cpu mode:

conda create --name fashionformer python=3.8.13
conda activate fashionformer
conda install pytorch==1.9.0 torchvision==0.10.0 torchaudio==0.9.0 cudatoolkit=11.3 -c pytorch -c conda-forge
pip install -U openmim
mim install mmcv-full==1.4.0
pip install mmdet==2.18.0
pip install git+https://github.com/cocodataset/panopticapi.git
pip3 install -U scikit-learn scipy matplotlib scikit-image chainercv