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ZIZI0901/README.md

Hi, I'm Muzio 馃憢

I use Python to work on image processing and computer vision projects.

My current interests include:

  • Image processing and computer vision
  • Dataset preparation and quality inspection
  • Object detection and instance segmentation
  • GPU inference and model deployment

Selected projects

Batch Image Enhancement, Rotation and Cropping

A configurable OpenCV-based preprocessing tool with GUI and CLI interfaces. It supports batch enhancement, bright-region detection, image alignment, rotation and cropping.

Python OpenCV Tkinter CLI

YOLO Data Batch Preprocess

A collection of utilities for YOLO detection and segmentation datasets, including synchronized image/label cropping, augmentation, label inspection and LabelMe conversion.

Python YOLO Dataset Tools LabelMe

Fluorescence Intensity Batch Calculator

A small desktop and command-line tool for batch fluorescence-image intensity analysis and Excel export.

Python Image Analysis Tkinter Excel

Currently learning

  • ONNX and TensorRT deployment
  • Multi-stream video inference
  • C++ for inference applications

Tools I use

Python 路 PyTorch 路 OpenCV 路 NumPy 路 Pandas 路 Git

Pinned Loading

  1. image-batch-enhance-rotate-crop image-batch-enhance-rotate-crop Public

    Configurable OpenCV pipeline for batch image enhancement, bright-region alignment, rotation and cropping, with GUI, CLI and tests.

    Python

  2. yolo-data-batch-preprocess yolo-data-batch-preprocess Public

    Dataset preprocessing toolkit for YOLO detection and segmentation, including synchronized cropping, augmentation, label inspection and LabelMe conversion.

    Python

  3. fluorescence-intensity-batch-calculator fluorescence-intensity-batch-calculator Public

    GUI and CLI tool for batch fluorescence-image intensity analysis and Excel export.

    Python