enpeizhao/CVprojects resource

Health v2 · maintenance only

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2635 stars · 691 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of fun, hands-on computer vision and AI projects in Python, C++, and embedded systems, including robot arms, vision tachometers, and K210 vision gadgets. It serves as a project showcase and learning resource with demos, code, and video tutorials.

Use cases

• learn computer vision through hands-on projects
• build a robot arm that plays Gomoku
• deploy deep learning models with TensorRT on embedded devices
• estimate rotation speed from video with a vision tachometer
• run vision models on K210 microcontrollers
• find example code for multi-stream detection and tracking with DeepStream

When to choose

• you want practical, project-based computer vision learning material
• you need examples combining vision models with hardware like robot arms or embedded boards
• you want reference code for TensorRT, CUDA, or DeepStream deployments

When to avoid

• you need a production-ready, maintained library with a stable API
• you require a project under a specific open-source license
• you need a single cohesive tool rather than a grab-bag of independent demos

Facets

learning-resource · maturity active

computer-vision machine-learning deep-learning robotics image-processing embedded computer-vision machine-learning robotics embedded-systems tutorials python cpp embedded tensorrt cuda k210 ros2 robot-arm demo-projects jupyter-notebook chinese-language linux gpu

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