#394 · Primary category: Education & Research

cv_note

computer-vision cpp11 deep-learning interview-questions machine-learning-algorithms python3

https://harleyszhang.github.io/cv_note/

Project last updated:05/10/26

GitHub Stars

2.6K

Forks

390

Contributors

3

License

Apache-2.0

Why we included this project

For anyone prepping for computer vision or model deployment roles, this is one of the more complete self-study roadmaps around. The repo breaks a CV engineer's growth into clear stages, from programming basics through machine and deep learning, computer vision, model compression and quantization, high-performance computing, and deployment, so it is easy to see what to learn first and how the pieces fit together. It also collects interview question summaries and a list of companies that hire CV and algorithm engineers, which makes it genuinely useful for job targeting rather than just theory. This is a study guide and knowledge archive, not software you install; the value comes from working through it beside courses and hands-on projects. The author notes parts of the repo are frozen, but the core roadmap material is still worth bookmarking.

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