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large-codebase

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MobileNet_SSD-Detecting-Object

By using SSD, we only need to take one single shot to detect multiple objects within the image, while regional proposal network (RPN) based approaches such as R-CNN series that need two shots, one for generating region proposals, one for detecting the object of each proposal. Thus, SSD is much faster compared with two-shot RPN-based approaches.

  • Updated Dec 4, 2021
  • Python

πŸŽ―πŸ“š Learnings: Design Patterns & Principles βœ¨πŸ’‘ This repo explores creational, structural, and behavioral patterns, along with Design principles. πŸš€πŸ§  By implementing these in Python, I aim to elevate my coding skills and understand how real-world systems are built with strong, scalable codebases. πŸ’»πŸ”₯

  • Updated Feb 23, 2025

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