Comments (1)
As far as I can tell, samplify only samples from a pre-existing ArrayLike. While this is useful, it doesn't handle chunk IO that is advantageous when working with large image slides. It is possible to load slides and then sample them with this API but that would bring with itself larger memory requirements unless it is connected to the chunking and the ArrayLike resolves the data accordingly.
from aucmedi.
Related Issues (20)
- Volume Augmentation error HOT 4
- Error using Grad-CAM HOT 2
- Architecture: Add ConvNeXt 3D HOT 2
- EfficientNet not working HOT 1
- Automatic batch size identification tensorflow
- PIL.UnidentifiedImageError: cannot identify image file HOT 2
- DICOM series loader
- DataGenerator iterations HOT 1
- TF dataset from generator: unknown number of iterations in first epoch HOT 1
- TF dataset: Improve CPU performance HOT 3
- Benchmark: loading times keras.utils.sequence vs tf.datasets HOT 1
- Rollback to keras.Sequence again? HOT 1
- Reduce codecov coverage drop fail rate
- Training freeze at end of first epoch (validation computation) HOT 1
- Misplaced link in the tutorials HOT 1
- Wasserstein Distance add to loss function
- Codecov token issue HOT 1
- Add Mac M1 Apple Silicon Support HOT 1
- AutoML indicates training for 10 Epochs but then trains for 500 when reaching 10 HOT 2
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 aucmedi.