nrtk
Natural Robustness Toolkit (NRTK) is a platform for generating validated, sensor-specific perturbations and transformations used to evaluate the robustness of computer vision models.
- Latest release
- Apr 30, 2026
- Releases
- 43
- Known CVEs
- 0
- First release
- Jan 03, 2024
- License
- Apache-2.0
Insights
Activity
- Total releases
- 43
- Last 12 months
- 10
- Cadence
- ~12 days
- Dependencies
- 31
Releases per month
last 12 monthsRelease mix
- major 1
- minor 25
- patch 16
43
releases
Dependencies
Depends on
1.0.3-
accelerate
>=0.20.0
-
click
>=8.0.0
-
diffusers
>=0.21.0
-
fastapi
>=0.110.0
-
kwcoco
>=0.2.18
-
lazy-loader
>=0.4
-
maite
<0.10.0,>=0.9.2
-
nrtk-albumentations
>=2.2.1
-
numba
>=0.56.4
-
numpy
>=1.26
1–10 of 31
Used by
3Releases
| Version | Released | |
|---|---|---|
1.0.3
patch
|
1.0.3
patch
Dependencies (31)
+ 23 more |
|
1.0.2
patch
|
1.0.2
patch
|
|
1.0.1
patch
|
1.0.1
patch
|
|
1.0.0
major
|
1.0.0
major
|
|
0.27.2
patch
|
0.27.2
patch
|
|
0.27.1
patch
|
0.27.1
patch
|
|
0.27.0
minor
|
0.27.0
minor
|
|
0.26.0
minor
|
0.26.0
minor
|
|
0.25.0
minor
|
0.25.0
minor
|
|
0.24.0
minor
|
0.24.0
minor
|
|
0.23.0
minor
|
0.23.0
minor
|
|
0.22.0
minor
|
0.22.0
minor
|
|
0.21.1
patch
|
0.21.1
patch
|
|
0.21.0
minor
|
0.21.0
minor
|
|
0.20.0
minor
|
0.20.0
minor
|
|
0.19.2
patch
|
0.19.2
patch
|
|
0.19.1
patch
|
0.19.1
patch
|
|
0.19.0
minor
|
0.19.0
minor
|
|
0.18.0
minor
|
0.18.0
minor
|
|
0.17.0
minor
|
0.17.0
minor
|
1–20 of 43