talmolab/sleap
Dec 2024 – Sep 2025
5 Months active
Languages Used
Python
Technical Skills
Data ModelingFile Path ManipulationFront-end DevelopmentGUI DevelopmentBackend DevelopmentError Handling
Andrew Park
PROFILE
Andrew Park
Contributed to the talmolab/sleap repository by developing and refining features that enhance both the user interface and backend reliability. Over five months, delivered robust GUI improvements, such as instance duplication via Ctrl+Click and Drag, standardized video metadata display, and reliable video search workflows. Addressed core visualization and labeling issues, implemented dynamic port allocation for inference, and expanded metrics coverage to align with sleap-nn standards. Leveraged Python, Qt, and object-oriented programming to ensure maintainable, testable code. Focused on code refactoring, bug fixing, and documentation updates, resulting in a more stable, user-friendly application and streamlined developer experience across the toolchain.
Overall Statistics
Feature vs Bugs
41%Features
Repository Contributions
30Total
Bugs
13
Commits
30
Features
9
Lines of code
927
Activity Months5
Your Network
200 peopleSame Organization
@ucsd.edu195
Work History
September 2025
23 Commits • 5 Features
Sep 1, 2025September 2025 (2025-09) summary for talmolab/sleap: Delivered substantial GUI reliability improvements, core visualization fixes, API/readability enhancements, CLI/tooling updates, and CI/stability work. These efforts reduce manual intervention in labeling, improve visualization accuracy, and enhance the developer experience, while aligning metrics and interfaces with sleap-nn standards and ensuring end-to-end stability across the toolchain.
23 Commits • 5 Features
Sep 1, 2025September 2025 (2025-09) summary for talmolab/sleap: Delivered substantial GUI reliability improvements, core visualization fixes, API/readability enhancements, CLI/tooling updates, and CI/stability work. These efforts reduce manual intervention in labeling, improve visualization accuracy, and enhance the developer experience, while aligning metrics and interfaces with sleap-nn standards and ensuring end-to-end stability across the toolchain.
September 2025
August 2025
3 Commits • 2 Features
Aug 1, 2025August 2025 monthly summary focused on consolidating access patterns, enhancing data integrity, and improving GUI reliability in talmolab/sleap. Delivered centralized access utilities, robust skeleton-points handling, and improved video search workflow to support scalable, maintainable code and better user workflows.
August 2025
3 Commits • 2 Features
Aug 1, 2025August 2025 monthly summary focused on consolidating access patterns, enhancing data integrity, and improving GUI reliability in talmolab/sleap. Delivered centralized access utilities, robust skeleton-points handling, and improved video search workflow to support scalable, maintainable code and better user workflows.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025: Delivered a new instance duplication capability in Sleap by enabling Ctrl+Click and Drag to copy existing instances. The feature was integrated with the video widget to ensure duplication and drag operations are handled correctly, and documentation was updated to reflect the capability. This reduces manual duplication steps, accelerates scene setup, and improves consistency across labeling workflows. No major bugs fixed are documented for this period.
1 Commits • 1 Features
Apr 1, 2025April 2025: Delivered a new instance duplication capability in Sleap by enabling Ctrl+Click and Drag to copy existing instances. The feature was integrated with the video widget to ensure duplication and drag operations are handled correctly, and documentation was updated to reflect the capability. This reduces manual duplication steps, accelerates scene setup, and improves consistency across labeling workflows. No major bugs fixed are documented for this period.
April 2025
February 2025
1 Commits
Feb 1, 2025February 2025 monthly summary for talmolab/sleap: Implemented robust inference startup via dynamic port allocation to avoid port-in-use failures. Introduced a reusable port-finding utility and a bounded retry mechanism to locate a free port, ensuring reliable startup across environments.
February 2025
1 Commits
Feb 1, 2025February 2025 monthly summary for talmolab/sleap: Implemented robust inference startup via dynamic port allocation to avoid port-in-use failures. Introduced a reusable port-finding utility and a bounded retry mechanism to locate a free port, ensuring reliable startup across environments.
December 2024
2 Commits • 1 Features
Dec 1, 2024Concise monthly summary for 2024-12 focusing on key accomplishments in talmolab/sleap, highlighting UI enhancements and UI consistency fixes that improve user experience and maintainability.
2 Commits • 1 Features
Dec 1, 2024Concise monthly summary for 2024-12 focusing on key accomplishments in talmolab/sleap, highlighting UI enhancements and UI consistency fixes that improve user experience and maintainability.
December 2024
Activity
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Quality Metrics
Correctness82.4%
Maintainability82.0%
Architecture78.0%
Performance69.8%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Backend DevelopmentBug FixBug FixingCLI Argument ParsingCLI DevelopmentCode MaintenanceCode RefactoringCode StandardizationColor ManagementConfiguration ManagementData AnalysisData ConversionData HandlingData ModelingData Parsing
Repositories Contributed To
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