Comments (7)
You might using Keras < 2.1.2.
Please use Keras >= 2.1.2.
from noise2noise.
yes,after i update to 2.2.0,it can work now。
thank you very much!
by the way,"train model using (noise, noise) pairs", does it mean use two noised image of one image?one image occured twice with different noise,rght?
from noise2noise.
in fact,l want to know,what does it mean : (noise, noise) or (noise, clean)
from noise2noise.
I don't understand why each image of your train dataset is clean?if all of my dataset are noise image,some of them are the same image with different noise,can i train a general model?
from noise2noise.
@yu4u hope your answer,thanks a lot
from noise2noise.
by the way,"train model using (noise, noise) pairs", does it mean use two noised image of one image?one image occured twice with different noise,rght?
Yes.
clean image -> noisy image1
-> noisy image2
(noise, noise) or (noise, clean) means (input, target) pair.
(noise, clean) is a standard training setting.
from noise2noise.
---python
clean_patch = image[i:i + image_size, j:j + image_size]
x[sample_id] = self.source_noise_model(clean_patch)
y[sample_id] = self.target_noise_model(clean_patch)
this means you train with input clean data + noise and output is org clean data + noise ?
from noise2noise.
Related Issues (20)
- Already have Input-Output Noisy Pairs HOT 1
- Hi ! Any kinds of pictures can be fit for your net? HOT 12
- How do I get this to work and can it work for what I want it to? HOT 8
- How do clean document scans with this? HOT 1
- How do I use the trained model file to remove noise from my photos? HOT 1
- How to modify random text noise for custom image noise? HOT 1
- can this use in point cloud denoising? HOT 1
- I want to use our own noisy data to train the model HOT 3
- Tensorflow error HOT 5
- run error
- AttributeError: module 'tensorflow' has no attribute 'log' HOT 2
- Can not generate the weight file when use my train images HOT 4
- remove other watermarking HOT 2
- Deleting dataset causes error (Google Colab) HOT 2
- I have GPU GeForce GTX 1050 and 32GB RAM but still issuse of OOM HOT 2
- one-dimensional data instead of pictures HOT 1
- There's some problem in the training process
- EEE students, Beginners in the field need assistance
- loss nan or inf HOT 7
- > @HongChow
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