Pipeline & reproducibility
Modular organization, clear separation of components, and a reproducible experimentation workflow.
Pipelines
Structure
Reproducibility
ND Project
Experimental image segmentation project exploring different processing and learning approaches applied to visual data, within a structured and reproducible framework.
Overview
The project is structured to enable testing different approaches, comparing results, and progressively improving the pipeline over time.
What the project demonstrates
Image processing & segmentation
Exploration of image processing and segmentation approaches applied to visual data.
Segmentation
Image processing
Évaluation
Backends & performance
Design focused on compatibility and extensibility, with a pragmatic approach to dependencies.
Python
NumPy
PyTorch
Want to know more?
I can share additional context (objectives, technical choices, limitations, next steps) during a discussion.