pskcci/DX-01
Nov 2024 – Dec 2024
2 Months active
Languages Used
MarkdownPython
Technical Skills
Basic ProgrammingData ManipulationData PreprocessingDeep LearningDocumentationError Handling
soobin
PROFILE
Soobin
Over two months, this developer contributed to the pskcci/DX-01 repository by building a real-time perception pipeline that integrates pose estimation, depth sensing, and object detection to identify when a beverage is near a hand, using OpenVINO, MiDaS, and YOLOv5. They established foundational documentation, created educational scripts for data manipulation and image processing, and implemented robust error handling and repository hygiene improvements. Their work included end-to-end system design in Python, with a focus on real-time analysis and visualization, resulting in a maintainable codebase and clear onboarding materials that support rapid prototyping, stakeholder demos, and efficient team handover.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
19Total
Bugs
0
Commits
19
Features
8
Lines of code
3,101
Activity Months2
Your Network
1012 people
Work History
December 2024
10 Commits • 2 Features
Dec 1, 2024December 2024 performance for pskcci/DX-01 focused on delivering an end-to-end real-time perception pipeline and refreshing project documentation/assets to accelerate demos, stakeholder reviews, and handover. The work established a live analytics loop with visualization improvements and a ready-to-demo documentation package, enhancing user experience and enabling faster feedback cycles.
10 Commits • 2 Features
Dec 1, 2024December 2024 performance for pskcci/DX-01 focused on delivering an end-to-end real-time perception pipeline and refreshing project documentation/assets to accelerate demos, stakeholder reviews, and handover. The work established a live analytics loop with visualization improvements and a ready-to-demo documentation package, enhancing user experience and enabling faster feedback cycles.
December 2024
November 2024
9 Commits • 6 Features
Nov 1, 2024November 2024 performance summary for pskcci/DX-01 focusing on business value, maintainability, and technical progress. Delivered foundational documentation scaffolding, data manipulation and image processing scripts, ML tutorials, and repository hygiene improvements. These changes establish a solid onboarding baseline, enable experimentation with ML and image processing, and reduce maintenance overhead by removing large binary datasets.
November 2024
9 Commits • 6 Features
Nov 1, 2024November 2024 performance summary for pskcci/DX-01 focusing on business value, maintainability, and technical progress. Delivered foundational documentation scaffolding, data manipulation and image processing scripts, ML tutorials, and repository hygiene improvements. These changes establish a solid onboarding baseline, enable experimentation with ML and image processing, and reduce maintenance overhead by removing large binary datasets.
Activity
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Quality Metrics
Correctness87.4%
Maintainability86.2%
Architecture85.2%
Performance84.2%
AI Usage31.0%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
Basic ProgrammingComputer VisionData ManipulationData PreprocessingDeep LearningDepth EstimationDocumentationError HandlingFile ManagementImage ProcessingImage RecognitionKerasMachine LearningModel EvaluationModel Training
Repositories Contributed To
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