Keras implementation of the deblurring method presented in:

Gyroscope-Aided Motion Deblurring with Deep Networks [arXiv]

Download weights for DeepGyro (link) and put them to the checkpoints folder. The weights for DeepBlind are also provided (link).

Execute test_deepgyro.py or test_deepblind.py to deblur images.

If you find our code helpful in your research or work, please cite our paper.

@InProceedings{Mustaniemi_2019_WACV,
  author = {Mustaniemi, Janne and Kannala, Juho and Särkkä, Simo and Matas, Jiri and Heikkilä, Janne},
  title = {Gyroscope-Aided Motion Deblurring with Deep Networks},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  month = {January},
  year = {2019}
}