# Ewenwan/MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv  PCL 机器学习 无人驾驶

Repository: https://github.com/Ewenwan/MVision
Canonical: https://ross.abutalabs.com/products/mvision
Language: C++
License Family: other
Topics: machine-vision, cnn, deep-learning, slam, pcl, opencv, robot
Last push: 2024-07-09T10:25:36+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3265, "days_push": 785, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 8700, forks 2782 (observed 2026-08-28T04:10:24.298926+00:00)

## What it is
A curated Chinese-language learning resource and code collection covering robot vision, visual SLAM (ORB-SLAM2), deep learning object detection (YOLOv3), OpenCV, PCL, and autonomous driving. It aggregates course links, papers, books, and example code for machine vision and mobile robotics.

## Use cases
- learn visual slam from scratch
- find orb-slam2 study materials
- learn robot vision and opencv
- study yolov3 object detection for robots
- resources for autonomous driving courses
- learn pcl point cloud processing
- curated computer vision papers and books

## When to choose
- you want a broad curated index of SLAM, robot vision, and deep learning resources
- you prefer Chinese-language explanations and course links
- you are a student building a foundation in mobile robotics and perception

## When to avoid
- you need a production-ready SLAM or detection library rather than study material
- you need a maintained, licensed software package with stable APIs
- you only read English and want a single coherent tutorial

## Facets
- artifact type: learning-resource
- maturity: active
- function: computer-vision, machine-learning, image-processing, documentation
- domain: robotics, computer-vision, machine-learning, autonomous-vehicles, tutorials
- platform: cpp, cross-platform
- tags: slam, vslam, orb-slam2, yolov3, object-detection, pcl, opencv, point-clouds, mobile-robots, self-driving, curated-resources, chinese-language, linux

## Member repositories
- Ewenwan/MVision (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:10:24.298926+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:25:33.615193+00:00, confidence not recorded.
  - readme: https://github.com/Ewenwan/MVision (fetched 2026-08-28T04:10:24.298926+00:00, sha 48db760954ca)
- Data as of 2026-08-30T08:39:29.467469+00:00.