Comments (3)
I think this limitation comes from Pillow and not from keras-preprocessing. TF has a similar limitation in tf.io.decode_image
from keras-preprocessing.
I think this limitation comes from Pillow and not from keras-preprocessing. TF has a similar limitation in tf.io.decode_image
then what if I want to do so
from keras-preprocessing.
You can implement your own tf Dataset: https://www.tensorflow.org/guide/data
Or your own keras.Sequence, they are deprecated, but still works.
Then for your data augmentation, you can do something similar to this post and use apply_transform.
I think the new keras preprocessing layers could be useful on your case. More info : https://keras.io/guides/preprocessing_layers/
from keras-preprocessing.
Related Issues (20)
- ImageDataGenerator preparing labels to semantic segmentation HOT 1
- apply_affine_transform() confuses between X and Y HOT 1
- apply_affine_transform() callers do not pass axes indices (row_axis, col_axis)
- Does one really need row_axis/col_axis arguments in image transform functions?
- Get rid of scipy HOT 12
- Bug: axes transformation is incomplete
- Missing scale parameter in apply_brightness_shift() call HOT 1
- Q: how to turn off automatic data augmentation of ImageDataGenerator?
- apply_affine_transform calls tensor.ndim
- How to make keras ImageGenerator load float32 images HOT 1
- Image data flows modify Numpy's global RNG
- Color conversion
- Pillow 8.3.0 breaks image.img_to_array() HOT 1
- char-level Tokenizer.sequences_to_texts() insert additional SPACEs
- Variable target_size on flow_from_dataframe()
- affine_transformations.py random_shift function tx ty? HOT 1
- ImageDataGenerator should be able to write per label
- skip-grams negative sample should not sample from whole vacabs HOT 1
- skipgrams negative sample should only sample from out of window words HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from keras-preprocessing.