First Layer Computer Vision Project

Rhea Salas

Updated 2 years ago

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Classes (11)
DUE EAST
DUE NORTH
DUE SOUTH
DUE WEST
NE
NW
SE
SW
distance
unclassified direction
unclassified distance

Metrics

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Description

Here are a few use cases for this project:

  1. Navigation Apps: The "First Layer" computer vision model can be used within navigation applications to automatically interpret and identify directions and distances from road signs or markings. This would streamline how turn-by-turn navigation is provided and improve the user experience.

  2. Autonomous Vehicles: It can aid in autonomous driving systems by helping the car understand the road directions and distances presented via road signs. The model, therefore, contributes to safer and more efficient navigation.

  3. Outdoor Gaming Applications: The "First Layer" could be used in outdoor gaming apps, particularly those involving treasure hunts or orientation games, where the clues are related to real-world sign units. The model can discern these signs and help players navigate in the correct direction.

  4. Geocaching Activities: Geocaching, a popular outdoor recreational activity where participants use a GPS receiver or mobile device to hide and seek containers (called "geocaches") at specific locations marked by coordinates all over the world, can benefit from this model. It could decipher signs and directions, enhancing the user's ability to locate the cache.

  5. Mapping and Surveying: Surveyors and cartographers could use the "First Layer" model to facilitate the process of mapping or surveying land. The model can read and interpret signs related to directions and distances, automating part of the data collection process.

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Cite This Project

LICENSE
CC BY 4.0

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

                        @misc{
                            first-layer-4gjy1_dataset,
                            title = { First Layer Dataset },
                            type = { Open Source Dataset },
                            author = { Rhea Salas },
                            howpublished = { \url{ https://universe.roboflow.com/rhea-salas/first-layer-4gjy1 } },
                            url = { https://universe.roboflow.com/rhea-salas/first-layer-4gjy1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-11-13 },
                            }
                        
                    

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