書籍抓取

代表系統Featured Systems

生成式 AI 書籍辨識與機器人抓取系統Generative AI book recognition and robotic retrieval system

2025-now國立陽明交通大學National Yang Ming Chiao Tung UniversityHigh priority
回到專案總覽Back to project archive

以書籍定位、語意辨識、抓取姿態、路徑規劃與動作規劃串成的機器人取書系統。A robotic book retrieval system combining book localization, semantic recognition, grasp pose generation, path planning and motion planning.

專案內容Project scope

  • 系統目標是讓機器人能依任務指令找到指定書籍,規劃抓取姿態並完成取書動作。
  • 整體專案包含語音、影像辨識/VLA 溝通、抓取、路徑規劃與手臂動作規劃。
  • 這是最適合之後擴充成完整研究型 portfolio detail 的專案之一。
  • The robot locates a requested book, plans a grasp and completes the retrieval action.
  • The team system combines voice input, vision/VLA communication, grasping, path planning and arm motion planning.
  • This remains one of my main research projects for deeper documentation.

我的工作範圍My contribution

我主要負責Owned

  • 所有跟抓取有關的部分。
  • 路徑規劃。
  • 動作規劃。

我協作的部分Collaborated

  • 與 VLA 影像辨識模型溝通與系統整合。

非我主要負責Not my primary scope

  • 語音部分主要由其他人負責。
  • 影像辨識部分主要由其他人負責。

Owned

  • All grasping-related work.
  • Path planning.
  • Motion planning.

Collaborated

  • Communication and system integration with the VLA vision model.

Not my primary scope

  • Voice processing was primarily handled by other team members.
  • Image recognition was primarily handled by other team members.

專案影像Project evidence

圖書館多書架辨識與測試資料
圖書館多書架辨識與測試資料Project image 1
手臂與書籍抓取測試場景
手臂與書籍抓取測試場景Project image 2
書籍偵測與抓取流程截圖
書籍偵測與抓取流程截圖Project image 3

技術與回顧Technology and review

GraspingPath PlanningMotion PlanningROS 2MoveIt MTCVLA
技術深度Technical depth
待評分Not rated
個人主責Personal ownership
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展示成熟度Presentation maturity
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回顧價值Review value
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