All Questions
6 questions
0
votes
1
answer
67
views
Python autoencoder returns mixed up image
I'm trying to create Python autoencoder image compression but all I'm getting is the mixed up images.
Here's my code:
path1 = 'C:\\Users\\klaud\\Desktop\\images\\'
all_images = []
subjects = os....
- 37
0
votes
1
answer
2k
views
Keras - Mean Squared Error (MSE) calculation definition for images?
I am using
loss = 'mse'
in Keras for an autoencoder model that reconstructs greyscale images. My batch size is 1. A single loss value is being produced during training.
I can't seem to find anywhere ...
- 3
4
votes
1
answer
10k
views
Keras Graph disconnected cannot obtain value for tensor KerasTensor
Tensorflow: 2.4.0
This is the Full Error Message:
ValueError: Graph disconnected: cannot obtain value for tensor KerasTensor(type_spec=TensorSpec(shape=(None, 64, 64, 3), dtype=tf.float32, name='...
- 101
0
votes
1
answer
396
views
Why does this Autoencoder consisting of all convolutions keep pushing the output to a blank/white image?
I am having a lot of trouble understanding the behaviour of my model and need some help to try figure it out.
Suppose this Autoencoder consisting of all convolution layers:
initializer = he_uniform()
...
- 876
0
votes
1
answer
3k
views
Why doesn't the UpSampling2d Keras layer work?
I tried to build a convolutional autoencoder in keras but it doesn't seem to work properly.
First of all, here's the Code:
from keras.models import Sequential
from keras.layers import Reshape
from ...
- 297
2
votes
1
answer
3k
views
How to get an autoencoder to work on a small image dataset
I have a dataset of three images. When I create an autoencoder to train on those three images, the output I get is the exact same for each image, and it looks like a blend of all three images.
My ...
- 5,098