vvolhejn / acres

CNN-based barcode sharpening

Hi there 👋

• 🌍 Personal page: https://vvolhejn.github.io/
• 🧙 Gandalf, a game we made about ChatGPT prompt injection, played by over 250k people: https://gandalf.lakera.ai/
• 📍 Maps that show time instead of space: https://spacetime-maps.vercel.app/
• 🕹 A big game we've made: https://impromptu.fun/ (code is private, sorry!)
• 🔉 An interactive site about turning speech into sine waves: https://www.sinewavespeech.com/
• 🎓 Animations for our YouTube channel Polylog: https://github.com/polylog-cs/
• 🕹 Small game jam games my friends and I made:
  • Paper, cork and bugs
  • The Skewery
  • Overly Fragile Relationships
  • Tower Tower Defense Defense
  • Jose's Hose
  • Significant Other(s)
• 🎻 Code for my Master's thesis: Accelerating Neural Audio Synthesis

acres's Issues

Computational power

Figure out how to run on Metanet or AWS/GCS

Not able to download LFS file

Hi

Not able to clone the repo as we get the quota error: This repository is over its data quota. Account responsible for LFS bandwidth should purchase more data packs to restore access.

Please let me know if can share a gift card or purchase quota for you so that I can download the file or please let me know if you can share the same via google drive or onedrive.

Cheers
Kamal

Can not get the code to run properly

hi

first, thanks for sharing this great project! Looks really cool applied neural net.

I am trying to run the training on a colab instance but getting some python errors. I suspect this is due to some python dependencies versions mismatch but cannot figure out where the problem is.

Here are my commands:

!git clone https://github.com/vvolhejn/acres.git
!pip install tensorflow==1.14
!pip install opencv-python
%cd acres
!python -m acres.binarization.task --dataset-dir data/muenster_blur/ --train-steps 500 --job-dir logs/example/

Here is the error message I get:

Traceback (most recent call last):
File "/usr/lib/python3.6/runpy.py", line 193, in _run_module_as_main
"main", mod_spec)
File "/usr/lib/python3.6/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/content/acres/acres/binarization/task.py", line 178, in
tf.logging.dict[args.verbosity] / 10)
KeyError: 'INFO'

I am not sure where the root cause is. I have tried to run with python2 and with python3 just in case but I got the same error.

Can you help please? Do I need to install specific versions of the dependencies like tf or numpy?
thanks a lot

"No images in common" during Prediction

Hi @IAmWave

As communicated earlier I have set up the code and completed the training.

When I run the predictions on the given image set, it working. But when I run the prediction on my custom images it's trowing the response "No images in common", Can you let me know why is this issue happening. Thanks.

Attaching my custom images used during prediction 4,

Best Regards,
Aneesh

Hyperparameter optimization

Optimize model hyperparams using scikit-optimize or something similar.