DeGirum/hailo_examples
Mar 2025 – Mar 2025
1 Month active
Languages Used
JSONMarkdownPython
Technical Skills
Computer VisionDeGirum PySDKDocumentationMachine LearningObject DetectionPython
Nikita
PROFILE
Nikita
In March 2025, Nikita developed an end-to-end Oriented Bounding Box (OBB) detection example for the DeGirum/hailo_examples repository, focusing on practical computer vision workflows. Using Python and the DeGirum PySDK, Nikita created a Jupyter notebook that loads a pre-trained OBB model, performs inference on sample images, and visualizes results with overlay annotations. The work included comprehensive documentation to ensure quick setup and reproducibility, enabling users to efficiently evaluate OBB detection on Hailo hardware. This contribution demonstrated depth in both technical implementation and user enablement, providing a hands-on resource for accelerating experimentation with object detection and machine learning pipelines.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
75
Activity Months1
Your Network
11 people
Work History
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025: Delivered an end-to-end OBB detection example in DeGirum/hailo_examples using PySDK on Hailo hardware. The notebook demonstrates loading a pre-trained OBB model, running inference on a sample image, and overlaying results, accompanied by documentation to enable quick setup and reproducibility. This work emphasizes hands-on evaluation and accelerates prototyping of OBB workflows.
2 Commits • 1 Features
Mar 1, 2025March 2025: Delivered an end-to-end OBB detection example in DeGirum/hailo_examples using PySDK on Hailo hardware. The notebook demonstrates loading a pre-trained OBB model, running inference on a sample image, and overlaying results, accompanied by documentation to enable quick setup and reproducibility. This work emphasizes hands-on evaluation and accelerates prototyping of OBB workflows.
March 2025
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSONMarkdownPython
Technical Skills
Computer VisionDeGirum PySDKDocumentationMachine LearningObject DetectionPython
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