TIES_DataGeneration
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Data Generation is struck at the first sample.
I am not able to generate data samples. The code is not moving from first sample. Screen Attached. I am using following parameters: python generate_data.py --filesize 1 --threads 1 --outpath . --imagespath ~/Downloads/UNLV_dataset/unlv_images/ --ocrpath ~/Downloads/UNLV_dataset/unlv_xml_ocr/ --tablepath ~/Downloads/UNLV_dataset/unlv_xml_gt/ --visualizeimgs 1 --visualizebboxes 1 System specifications: TF: 2.0 RAM: 8GM ( I think for data preparation this should suffice) GPU: GForec: 920Mx: 2GB VRAM Could you please have a look?
TIA.
I would like to ask, you have solved this problem, I also met the same problem
you need use right the python enviroment
absl-py==0.10.0
astunparse==1.6.3
cachetools==4.1.1
certifi==2020.6.20
chardet==3.0.4
cycler==0.10.0
decorator==4.4.2
gast==0.3.3
google-auth==1.20.1
google-auth-oauthlib==0.4.1
google-pasta==0.2.0
grpcio==1.31.0
h5py==2.10.0
idna==2.10
imageio==2.9.0
importlib-metadata==1.7.0
Keras-Preprocessing==1.1.2
kiwisolver==1.2.0
Markdown==3.2.2
matplotlib==3.3.1
networkx==2.5
numpy==1.18.5
oauthlib==3.1.0
opencv-python==4.4.0.42
opt-einsum==3.3.0
Pillow==7.2.0
protobuf==3.13.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pyparsing==2.4.7
python-dateutil==2.8.1
PyWavelets==1.1.1
requests==2.24.0
requests-oauthlib==1.3.0
rsa==4.6
scikit-image==0.17.2
scipy==1.4.1
selenium==3.141.0
six==1.15.0
tensorboard==2.3.0
tensorboard-plugin-wit==1.7.0
tensorflow==2.3.0
tensorflow-estimator==2.3.0
termcolor==1.1.0
tifffile==2020.8.25
tqdm==4.48.2
urllib3==1.25.10
Werkzeug==1.0.1
wrapt==1.12.1
zipp==3.1.0
@wangxupeng After you modify the environment, the problem is solved, right? I will try it. Thank you
I found the code crashed when generate category 4
I go into the Transform(im, bboxes, shearval, rotval, self.max_width, self.max_height)
function in GenerateTFRecord.py
It seems like the wrong type of img make the transform.warp(img, inverse_map=afine_tf)
crashed
so i modified to transform.warp(np.array(img), inverse_map=afine_tf)
and it works well now.
@ReikoMin @ashj9
@linhuaiyi @ReikoMin @wangxupeng @ashj9 Please, my recent research problem requires the use of this repository (TIES_DataGeneration), I see you all run the code, but the link to the UNLV dataset required by the repository is no longer valid, can you give me a copy of the dataset, or tell me where I can download it? Urgent, thanks for reply!