bnnr
XAI-driven augmentation & diagnostics for PyTorch vision - find model failures, fix with saliency-guided augmentation (ICD/AICD), prove with auditable reports.
- Latest release
- 16m ago
- Releases
- 28
- Known CVEs
- 0
- First release
- Apr 01, 2026
- License
- MIT
Repository
Source
- Stars
- 17
- Forks
- 3
- Open issues
- 0
- Language
- Python
- augmentation
- computer-vision
- deep-learning
- explainable-ai
- image-classification
- machine-learning
- model-debugging
- neural-network
Security score
No OpenSSF Scorecard available for this repository.
Packages from this repo
No other tracked packages from this repository.
Insights
Activity
- Total releases
- 28
- Last 12 months
- 28
- Cadence
- ~daily
- Dependencies
- 28
Releases per month
last 12 monthsRelease mix
- minor 3
- patch 22
- pre 2
28
releases
Dependencies
Depends on
0.4.15-
albumentations
<3.0,>=1.3.0
-
bandit
>=1.8.0
-
click
<9.0,>=8.0.0
-
fastapi
>=0.115.0
-
grad-cam
<2.0,>=1.5.4
-
httpx
>=0.27.0
-
kornia
<1.0,>=0.7.0
-
mypy
>=1.0.0
-
numpy
<3.0,>=1.24.0
-
opencv-python
<5.0,>=4.8.0
1–10 of 28
Used by
Nothing tracked depends on this yet.
Releases
| Version | Released | |
|---|---|---|
0.4.15
patch
| ||
0.4.14
patch
| ||
0.4.13
patch
| ||
0.4.12
patch
| ||
0.4.11
patch
| ||
0.4.10
patch
| ||
0.4.9
patch
| ||
0.4.8
patch
| ||
0.4.7
patch
| ||
0.4.6
patch
| ||
0.4.5
patch
| ||
0.4.4
patch
| ||
0.4.3
patch
| ||
0.4.2
patch
| ||
0.4.0
minor
| ||
0.3.1
patch
| ||
0.3.0
minor
| ||
0.2.9
patch
| ||
0.2.8
patch
| ||
0.2.6
patch
|
1–20 of 28