Computer Vision
Completed
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Blur-Generator
Image Blur Generation Tool
Generate blur image with 3 types of blur `motion`, `lens`, and `gaussian` by using OpenCV.
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Overview
A comprehensive image processing tool that generates various types of blur effects including motion blur, lens blur, and gaussian blur using OpenCV. This tool is particularly useful for data augmentation in machine learning projects and creating realistic image effects.
Key Features
Multiple blur types (motion, lens, gaussian)
Batch image processing
Customizable blur parameters
Preview functionality
Command-line interface
Challenges
Realistic blur simulation
Parameter optimization
Batch processing efficiency
Quality preservation
Solutions
Implemented advanced blur algorithms
Created parameter tuning interface
Optimized batch processing pipeline
Added quality control mechanisms
Results & Impact
High-quality blur generation
Widely used in ML data augmentation
Efficient batch processing
Positive community feedback
Project Info
Role
Creator & Maintainer
Timeline
2019 - 2020
1 year
Technologies
PythonOpenCVImage ProcessingNumPyComputer Vision