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 a two-month period, contributed to the pskcci/DX-01 repository by developing an end-to-end real-time perception pipeline that integrates OpenVINO-based pose estimation, MiDaS depth sensing, and YOLOv5 object detection to identify when a beverage is near a detected hand. The work included building foundational documentation, educational scripts for data manipulation and image processing, and machine learning tutorials using Python and TensorFlow. Enhanced repository maintainability by removing large binary datasets and improving error handling. Delivered clear documentation and demo assets, enabling rapid onboarding and stakeholder feedback while demonstrating skills in computer vision, deep learning, and real-time system design.
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
1142 peopleShared Repositories
11
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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