kizsi2024/12K-SZ
Nov 2024 – Mar 2025
5 Months active
Languages Used
BinaryPythonXML
Technical Skills
File ManagementMachine LearningIntelliJ IDEA ConfigurationOpenCVPython DevelopmentComputer Vision
sztanyik.zoltan
PROFILE
Sztanyik.zoltan
Zoltán Sztanyik developed and maintained a suite of computer vision and machine learning utilities for the kizsi2024/12K-SZ repository over five months, focusing on reusable modules for image processing and rapid ML prototyping. He implemented Python and OpenCV-based tools for image annotation, perspective transformation, real-time color masking, and eye detection, while also establishing a reproducible development environment using IntelliJ IDEA. His work included managing binary and XML assets, standardizing code for maintainability, and expanding onboarding resources with project templates. The depth of his contributions lies in automating image analysis workflows and improving the consistency and accessibility of the codebase.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
10Total
Bugs
0
Commits
10
Features
8
Lines of code
42,810
Activity Months5
Your Network
45 people
Work History
March 2025
1 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for kizsi2024/12K-SZ. Focused on maintainability and readability improvements in the image processing stack. Delivered targeted feature cleanup: standardized the stackImages function across two Python OpenCV scripts by introducing consistent formatting and newline usage. No major bugs fixed this month; minor comment fixes were included as part of the cleanup. Result: more maintainable codebase, reduced onboarding time, and a solid foundation for future feature work.
1 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for kizsi2024/12K-SZ. Focused on maintainability and readability improvements in the image processing stack. Delivered targeted feature cleanup: standardized the stackImages function across two Python OpenCV scripts by introducing consistent formatting and newline usage. No major bugs fixed this month; minor comment fixes were included as part of the cleanup. Result: more maintainable codebase, reduced onboarding time, and a solid foundation for future feature work.
March 2025
February 2025
3 Commits • 3 Features
Feb 1, 2025Concise February 2025 monthly summary for kizsi2024/12K-SZ: Delivered three computer-vision features to accelerate image analysis, labeling, and downstream ML workflows. Focused on reusable CV modules and open-source toolchains to increase automation and data quality. No major bugs reported; stability maintained while expanding end-to-end image processing capabilities.
February 2025
3 Commits • 3 Features
Feb 1, 2025Concise February 2025 monthly summary for kizsi2024/12K-SZ: Delivered three computer-vision features to accelerate image analysis, labeling, and downstream ML workflows. Focused on reusable CV modules and open-source toolchains to increase automation and data quality. No major bugs reported; stability maintained while expanding end-to-end image processing capabilities.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025: Delivered developer tooling and environment provisioning for kizsi2024/12K-SZ to accelerate Python/OpenCV-based CV development. Key deliverables include IntelliJ-based Python development environment configuration (module definitions, VCS mappings, and workspace settings), and a Python OpenCV color picker utility script with supporting assets. The work reduces setup time for new contributors and establishes a consistent dev workflow across the team.
1 Commits • 1 Features
Jan 1, 2025January 2025: Delivered developer tooling and environment provisioning for kizsi2024/12K-SZ to accelerate Python/OpenCV-based CV development. Key deliverables include IntelliJ-based Python development environment configuration (module definitions, VCS mappings, and workspace settings), and a Python OpenCV color picker utility script with supporting assets. The work reduces setup time for new contributors and establishes a consistent dev workflow across the team.
January 2025
December 2024
3 Commits • 2 Features
Dec 1, 2024December 2024 — kizsi2024/12K-SZ monthly summary. Focused on enabling rapid ML prototyping and asset management. Delivered an initial machine learning experiments setup with datasets and models for tasks including 'asztal vs szék', 'kutya vs macska', 'labirintus', and 'játék', and added/updated the Scratch asset lufi.sb3. No major bugs fixed in this period. Impact includes accelerated experimentation workflows, improved resource provisioning for ML assets, and clearer asset/version control. Technologies demonstrated include ML workflow setup, dataset/model organization, Scratch asset handling, and Git-based version control.
December 2024
3 Commits • 2 Features
Dec 1, 2024December 2024 — kizsi2024/12K-SZ monthly summary. Focused on enabling rapid ML prototyping and asset management. Delivered an initial machine learning experiments setup with datasets and models for tasks including 'asztal vs szék', 'kutya vs macska', 'labirintus', and 'játék', and added/updated the Scratch asset lufi.sb3. No major bugs fixed in this period. Impact includes accelerated experimentation workflows, improved resource provisioning for ML assets, and clearer asset/version control. Technologies demonstrated include ML workflow setup, dataset/model organization, Scratch asset handling, and Git-based version control.
November 2024
2 Commits • 1 Features
Nov 1, 2024Month 2024-11: Delivered New Practice Project Templates for kizsi2024/12K-SZ, expanding the practice catalog with several .sb3 templates. No major bugs reported this month. This work increases training coverage, accelerates onboarding, and provides reusable assets for learners.
2 Commits • 1 Features
Nov 1, 2024Month 2024-11: Delivered New Practice Project Templates for kizsi2024/12K-SZ, expanding the practice catalog with several .sb3 templates. No major bugs reported this month. This work increases training coverage, accelerates onboarding, and provides reusable assets for learners.
November 2024
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture78.0%
Performance78.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
BinaryPythonXML
Technical Skills
Computer VisionFile ManagementImage ProcessingIntelliJ IDEA ConfigurationMachine LearningOpenCVPython Development
Repositories Contributed To
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