Robotics_ICE23_UNITN Computer Vision Project

RoboticsICEunitn

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Classes (11)
X1-Y1-Z2
X1-Y2-Z1
X1-Y2-Z2
X1-Y2-Z2-CHAMFER
X1-Y2-Z2-TWINFILLET
X1-Y3-Z2
X1-Y3-Z2-FILLET
X1-Y4-Z1
X1-Y4-Z2
X2-Y2-Z2
X2-Y2-Z2-FILLET
Description

Robotics UNITN ICE 2023

Authors

  • Meneghin Mattia
  • Gianuzzi Nicola
  • Conti Filippo

Project overview

Project based on the usage of UR5 robot and Locosim for university project

Classes Used

11 types of Lego used:

  • X1-Y1-Z2
  • X1-Y2-Z1
  • X1-Y2-Z2
  • X1-Y2-Z2-CHAMFER
  • X1-Y2-Z2-TWINFILLET
  • X1-Y3-Z2
  • X1-Y3-Z2-FILLET
  • X1-Y4-Z1
  • X1-Y4-Z2
  • X2-Y2-Z2
  • X2-Y2-Z2-FILLET

Results

97+ % mAP, 89% Recall

GitHub Repository

GitHub Repository of the project

Supervision

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Cite This Project

LICENSE
MIT

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            robotics_ice23_unitn_dataset,
                            title = { Robotics_ICE23_UNITN Dataset },
                            type = { Open Source Dataset },
                            author = { RoboticsICEunitn },
                            howpublished = { \url{ https://universe.roboflow.com/roboticsiceunitn/robotics_ice23_unitn } },
                            url = { https://universe.roboflow.com/roboticsiceunitn/robotics_ice23_unitn },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-25 },
                            }
                        
                    

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