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qurator-spk / eynollah

Document Layout Analysis
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Inference stuck #53

Closed ravilkashyap closed 2 years ago

ravilkashyap commented 2 years ago

I tried running this on google colab, took a decent 480p image and ran it against this tool but it gets stuck after image enhancement. Not sure if I'm doing anything wrong.

!eynollah -i "images/passport.jpg" -o "output/" -m "models_eynollah/"

18:17:58.077 INFO eynollah - resize and enhance image
18:17:58.077 INFO eynollah - Detected 96 DPI
18:18:17.683 INFO eynollah - Found 1 columns ([[1.00000000e+00 1.43745085e-11 3.50643126e-11 1.02011668e-14
  1.21690427e-11 8.64729710e-09]])
18:19:56.064 INFO eynollah - Image is enhanced
18:19:56.167 INFO eynollah - Enhancing took 118.0904438495636s 
18:20:03.120 INFO eynollah - Image dimensions: 448x672
18:22:48.668 INFO eynollah - Image dimensions: 448x672

It keeps running forever.

Also, what is the inference time for an image?Thanks!

vahidrezanezhad commented 2 years ago

Dear @ravilkashyap ,

The inference time depends on the document. If you share the image I can help you more.

cneud commented 2 years ago

Hi @ravilkashyap, the inference time can be up to 10min (or more) for large, complex documents. For less challenging document images, we now also have a "light" version (cf. https://github.com/qurator-spk/eynollah/tree/eynollah_light) that significantly speeds up the inference, with little loss of quality in the detection.

I am closing this, but feel free to re-open or file a new issue if the problems persist or when you have additional questions.