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Segmentation-Based Deep-Learning Approach for Surface-Defect Detection

Jupyter Notebook 27 13 Updated Dec 2, 2020

This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU …

Jupyter Notebook 58 15 Updated Jun 15, 2021

A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML

Python 3,443 125 Updated Nov 27, 2025

🐶 Kubernetes CLI To Manage Your Clusters In Style!

Go 32,291 2,036 Updated Dec 27, 2025

Docker-based integration tests

Python 483 76 Updated Nov 12, 2025

💨 Fast, Async-ready, Openapi, type hints based framework for building APIs

Python 8,810 550 Updated Dec 26, 2025