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A pytorch Implementation of Open Vocabulary Object Detection with Pseudo Bounding-Box Labels

License: BSD 3-Clause "New" or "Revised" License

Python 83.00% Shell 0.07% C 1.15% C++ 2.15% Cuda 13.64%

pb-ovd's Issues

error loading the model

Hi,

I get this error when trying to load the model :

magic_number = pickle_module.load(f, **pickle_load_args)
_pickle.UnpicklingError: invalid load key, '<'.

I had to change some imports from transformers to match the new version of transformers, and change PY3 references to PY37.

Pseudo Label Generation in unsupervised proposal generator (Selective Search)

Dear author, Thanks for your work! I'm interested in the Pseudo Label Generation part.
I have generated Pseudo Label with supervised proposal generator MaskRCNN with ResNet50 train on COCO2017. We get good results with supervised proposal generator:

000000444028

I wonder how I can reproduce the results in an unsupervised proposal generator (Selective Search)? Can you release this part of the code? Thanks!

Visualization of Activation Map?

Dear Sir:
Your team did a great job. And Thank you for opening the source code. I recently do research on you project, I see the Activation Map in your paper. Can you provide the code of this visualization of this part?
Thanks again.

How to generate proposals pkl files?

Hi,

I'm confused that:
How to generate proposals containing (numpy.ndarray) of a certain category in the proposal detector? (the *.pkl and *_infor.pkl)

Thanks

Error! Packages conflicts!

Description

When I runovd_install.sh, the packages in requirements.txt conflict.
The transformers 3.4.0 requires tqdm>=4.27, while the torchvision 0.2.2 requires tqdm==4.19.9.

Solution

How to solve it? By change ovd_install.sh like this?
from

for line in $(cat requirements.txt)
do
  pip install $line
done

to

for line in $(cat requirements.txt)
do
  conda install $line
done

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