RoadWiki Computer Vision Project

FYP

Updated 2 years ago

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Classes (56)
ERP
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ahead_only
alignment_marker
broken_double_white_line
broken_white_line
bus_lane
bus_priority
children
continuous_white_line
cross_junction
double_white_line
double_yellow_line
double_zigzag_yellow_lines
elderly_pesdestrain
exclusive_left_turn
expressway_ahead
expressway_end
give_way
height_limit
keep_left
lanes_merging
left_bend
light_signals_ahead
merging_traffic
no_entry
no_left_turn
no_right_turn
no_stopping
no_waiting
one_way_street
one_way_traffic
pedestrain_crossing_ahead
pedestrain_crossing_prohibition
pedestrain_in_road_ahead
raised_zebra_crossing_ahead
right_bend
road_hump_ahead
roundabout
single_zigzag_white_line
slow
speed_limit_30
speed_limit_40
speed_limit_50
speed_limit_60
speed_limit_70
speed_limit_80
speed_limit_90
split_traffic
stop
turn_left_ahead
turn_left_only
turn_right_ahead
turn_right_only
u-turn_ahead
yellow_box

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Description

Here are a few use cases for this project:

  1. Autonomous Vehicle Guidance Systems: The RoadWiki model can be essential for the development of autonomous vehicles, helping them understand and obey various road signs, road markings, as well as assisting in decision-making processes based on this recognition.

  2. Road Safety Applications: Developers can use this model to create road safety smartphone apps which alert drivers about upcoming signs, speed limits or other essential road marks so they can prepare their actions in advance, helping reduce accidents.

  3. Road Infrastructure Analysis: Governments and urban planners can utilize this model to evaluate the clarity, visibility, and placement of existing traffic signs and road markings across the city, assisting in urban planning and road improvement efforts.

  4. Driver Assessment Equipments: For organizations providing driving lessons or driver's license testing, this model can be used to develop equipment/systems that simulate real-world driving conditions and evaluate a driver's understanding and obedience of road signs and markings.

  5. Driving Law Education: Educational websites or platforms can utilize the RoadWiki computer vision model for teaching new drivers about different traffic signs and road markings. The model can be applied to explain and demonstrate real-world scenarios for better understanding.

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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{
                            roadwiki_dataset,
                            title = { RoadWiki Dataset },
                            type = { Open Source Dataset },
                            author = { FYP },
                            howpublished = { \url{ https://universe.roboflow.com/fyp-mvmqw/roadwiki } },
                            url = { https://universe.roboflow.com/fyp-mvmqw/roadwiki },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-24 },
                            }