vectorstuff

vectorCompleteDataset

Object Detection

vectorCompleteDataset Computer Vision Project

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Background

The Anki Vector robot (assets currently owned by Digital Dream Labs LLC which bought Anki assets in 2019) was first introduced in 2018. In my opinion, the Vector robot has been the cheapest fully functional autonomous robot that has ever been built. The Vector robot can be trained to recognize people; however Vector does not have the ability to recognize another Vector. This dataset has been designed to allow one to train a model which can detect a Vector robot in the camera feed of another Vector robot.

Details Pictures were taken with Vector’s camera with another Vector facing it and had this other Vector could move freely. This allowed pictures to be captured from different angles. These pictures were then labeled by marking the rectangular regions around Vector in all the images with the help of a free Linux utility called labelImg. Different backgrounds and lighting conditions were used to take the pictures. There is also a collection of pictures without Vector.

Example An example use case is available in my Google Colab notebook, a version of which can be found in my Git.

More More details are available in this article on my blog. If you are new to Computer Vision/ Deep Learning/ AI, you can consider my course on 'Learn AI with a Robot' which attempts to teach AI based on the AI4K12.org curriculum. There are more details available in this post.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            vectorcompletedataset_dataset,
                            title = { vectorCompleteDataset Dataset },
                            type = { Open Source Dataset },
                            author = { Amitabha Banerjee },
                            howpublished = { \url{ https://universe.roboflow.com/vectorstuff/vectorcompletedataset } },
                            url = { https://universe.roboflow.com/vectorstuff/vectorcompletedataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-06-16 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the vectorCompleteDataset project in your project.

Maintainer

vectorstuff

Last Updated

2 years ago

Project Type

Object Detection

Subject

vectorCompleteDataset

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License

CC BY 4.0

Classes

vector