https://github.com/or4k2l/robust-vision
Production-ready framework for training robust computer vision models. Features multi-GPU support, EMA tracking, label smoothing, and comprehensive robustness evaluation across 4 noise types. Includes scalable TF.Data pipeline, automated testing, Docker support, and CLI tools. Install: pip install robust-vision
https://github.com/or4k2l/robust-vision
autonomous-driving computer-vision confidence-estimation deep-learning docker hardware-aware-ml implicit-regularization jax kitti-dataset machine-learning memristive-crossbar multi-gpu neuromorphic-computing neuromorphic-hardware noise-robustness pattern-recognition production-ml python robust-ml
Last synced: about 2 months ago
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Production-ready framework for training robust computer vision models. Features multi-GPU support, EMA tracking, label smoothing, and comprehensive robustness evaluation across 4 noise types. Includes scalable TF.Data pipeline, automated testing, Docker support, and CLI tools. Install: pip install robust-vision
- Host: GitHub
- URL: https://github.com/or4k2l/robust-vision
- Owner: or4k2l
- License: other
- Created: 2026-02-05T20:27:40.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2026-02-06T12:22:16.000Z (2 months ago)
- Last Synced: 2026-02-06T17:45:00.225Z (2 months ago)
- Topics: autonomous-driving, computer-vision, confidence-estimation, deep-learning, docker, hardware-aware-ml, implicit-regularization, jax, kitti-dataset, machine-learning, memristive-crossbar, multi-gpu, neuromorphic-computing, neuromorphic-hardware, noise-robustness, pattern-recognition, production-ml, python, robust-ml
- Language: Python
- Homepage:
- Size: 191 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff