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TileFlow

High-performance tile-based image processing for scientific computing

Process gigapixel images with minimal memory footprint through intelligent tiling and reconstruction. Designed for microscopy, whole-slide imaging, and large-scale computer vision workflows.

🚀 Key Features

  • 🧠 Memory Efficient: Process images larger than RAM using intelligent tiling
  • 🔬 Multi-Channel Ready: Native CHW format support for microscopy workflows
  • 🔧 Seamless Reconstruction: Intelligent overlap handling eliminates artifacts
  • 🎯 Pluggable Pipeline: Custom processing functions integrate seamlessly

📦 Installation

pip install tileflow

📄 License

MIT License - see LICENSE file for details.

🙏 Acknowledgments

Valentin Poque - Core development and architecture (July-September 2025)

About

TileFlow is a Python library to predict over large tiff images in smaller chunks and tiles and to stitch back the data to a large image

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