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hugy718

PROFILE

Hugy718

Developed the TED Detection Application for the apache/singa repository, focusing on medical image classification for thyroid eye disease within the healthcare model zoo. Leveraging the Singa deep learning framework and Python, the work established a CPL-based workflow that enables reproducible model training and experimentation. The deliverables included a dedicated application folder containing all necessary Python files, a training script, and a comprehensive README to guide users through setup and usage. This contribution provided a reusable baseline for future medical image classification tasks, demonstrating skills in computer vision, deep learning, and model development while emphasizing clarity, reproducibility, and modular design.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
321
Activity Months1

Work History

November 2024

1 Commits • 1 Features

Nov 1, 2024

November 2024 monthly summary for apache/singa: Delivered the TED Detection Application in the healthcare model zoo using the Singa deep learning framework, establishing a CPL-based medical image classification workflow. The deliverables include a new application folder with Python files for the CPL model, a training script, and a README detailing usage and experiments.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Computer VisionData ScienceDeep LearningMachine LearningModel Development

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

apache/singa

Nov 2024 Nov 2024
1 Month active

Languages Used

Python

Technical Skills

Computer VisionData ScienceDeep LearningMachine LearningModel Development