opensr-degradation
Install
pip install opensr-degradation
Usage
import opensr_degradation
import torch
degradation_model = opensr_degradation.pipe(
sensor="naip_d",
add_noise=True,
params={
"method": [
"identity",
"gamma_lognormal",
"gamma_multivariate_normal",
"unet_histogram_matching",
"vae_histogram_matching",
],
"device": "cuda",
"seed": 42,
"percentiles": [10, 25, 50, 75, 90],
},
)
image = torch.rand(4, 256, 256)
lr, hr = degradation_model(image)
1 maintainer
Metadata
1 maintainer
Release files for opensr-degradation 1.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| opensr-degradation-1.0.1.tar.gz | 35.0 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| opensr_degradation-1.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 70.1 MB
Release files / opensr-degradation-1.0.1.tar.gz
| Download URL | opensr-degradation-1.0.1.tar.gz |
|---|---|
| Size | 35.0 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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twine/3.8.0 colorama/0.4.4 importlib-metadata/7.0.1 keyring/24.3.1 pkginfo/1.9.6 readme-renderer/34.0 requests-toolbelt/1.0.0 requests/2.31.0 rfc3986/1.5.0 tqdm/4.66.1 urllib3/1.26.5 CPython/3.10.12
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Release files / opensr_degradation-1.0.1-py3-none-any.whl
| Download URL | opensr_degradation-1.0.1-py3-none-any.whl |
|---|---|
| Size | 35.0 MB |
| Tags | Python 3 |
|
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twine/3.8.0 colorama/0.4.4 importlib-metadata/7.0.1 keyring/24.3.1 pkginfo/1.9.6 readme-renderer/34.0 requests-toolbelt/1.0.0 requests/2.31.0 rfc3986/1.5.0 tqdm/4.66.1 urllib3/1.26.5 CPython/3.10.12
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