raphaelmeudec / tf2-deblurgan-v2

TensorFlow 2.0 implementation of DeblurGAN-v2

Hi 👋

I'm Raphael! I'm a PhD student @Parietal on meta-analysis of fMRI studies. Previously, I worked @Sicara as Lead Data Scientist on computer vision projects.

Opensource

• tf-explain, a TensorFlow 2.x library for interpretability of DL models
• tf2-yolov4, a TensorFlow 2.x implementation of YOLOv4
• gpumonitor, a monitoring tool of GPU usage compatible with both TF2.x and PyTorch Lightning

tf2-deblurgan-v2's Issues

request 'best_model.h5'file

hello~ I am try to do something study about deblurgan.
please provide the model file.
thank you !

Train is not work? Killed python train.py

I have tried to train on GoPro but was surprised that the dataset here will be cached.
Now I've just tried on a small GoPro but otherwise, the train will stop with the message:
2020-10-30 17:41:57.484072: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:172] Filling up shuffle buffer (this may take a while): 59 of 200
2020-10-30 17:42:07.441102: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:172] Filling up shuffle buffer (this may take a while): 106 of 200
2020-10-30 17:42:17.419229: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:172] Filling up shuffle buffer (this may take a while): 153 of 200
2020-10-30 17:42:27.465863: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:221] Shuffle buffer filled.

It repeats several times.

/home/developer/PycharmProjects/DeBlurGANv2-TF/train.sh: line 1: 7296 Killed python train.py

What is that?

What I have to do on the train? Can you provide weights?

I'm interested to do DeBlur on TF2, but convert from DeBlurGANv2 on PyTorch to Pb in TensorFlow does not work(