# pyxit
This code implements the core algorithms for Random subwindows extraction and Extra-Trees classifiers. It is used by Cytomine DataMining applications: classification_validation, classification_model_builder, classification_prediction, segmentation_model_builder and segmentation_prediction. But it can be run without Cytomine on local data (using dir_ls and dir_ts arguments).
It is based on the following paper:
1) For image/object classification: “Towards Generic Image Classification using Tree-based Learning: an Extensive Empirical Study”. Raphael Maree, Pierre Geurts, Louis Wehenkel. Pattern Recognition Letters, DOI: 10.1016/j.patrec.2016.01.006, 2016.
2) For image semantic segmentation: Fast Multi-Class Image Annotation with Random Subwindows and Multiple Output Randomized Trees Dumont et al., 2009 http://orbi.ulg.ac.be/handle/2268/12205
1 maintainer
Metadata
1 maintainer
Release files for pyxit 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pyxit-1.0.0.tar.gz | 6.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pyxit-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 15.9 kB
Release files / pyxit-1.0.0.tar.gz
| Download URL | pyxit-1.0.0.tar.gz |
|---|---|
| Size | 6.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
d0c2c4374f688d170344e032236be245a2f14f9caa522ed72933caf7f6a937c6
|
|
BLAKE2b-256 checksum How to use checksums |
6a8f9d29db1d2d978ccef5c5ccb91366a25a5debf09544f2a289c58a8650e301
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/36.4.0 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.5.4
|
Release files / pyxit-1.0.0-py3-none-any.whl
| Download URL | pyxit-1.0.0-py3-none-any.whl |
|---|---|
| Size | 9.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
8f134d3d32eb7c9c47a9c537527a39faa2eeb292c45e936c0089af4d7794ff76
|
|
BLAKE2b-256 checksum How to use checksums |
bf438c1f5c1f15b8787bb9b9deb3cf4799c7aa9e4ce679d004031ce0c5119f43
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/1.12.1 pkginfo/1.4.2 requests/2.20.1 setuptools/36.4.0 requests-toolbelt/0.8.0 tqdm/4.28.1 CPython/3.5.4
|
