ROTRATECTION

Edit Project

ROTRATECTION DATASET

ROTRATECTION DATASET

Object Detection

Roboflow Universe ROTRATECTION ROTRATECTION DATASET

ROTRATECTION DATASET Computer Vision Project

Download this Dataset Try Pre-Trained Model
TRY THIS MODEL
Drop an image or

Images

9938 images
Explore Dataset

Here are a few use cases for this project:

  1. Smart Traffic Management Systems: The ROTRATECTION dataset can be used to develop traffic management systems that can automatically identify traffic sign classes in real-time. This would help traffic authorities monitor traffic patterns and enforce road rules more effectively.

  2. Autonomous Vehicles: A computer vision model trained on this dataset would be crucial in the development of autonomous vehicles, helping them to navigate complex road systems by recognizing and acting on the various traffic signs on their path.

  3. Road Maintenance and Sign Replacement: Municipalities could use the model alongside drones or road inspection vehicles to identify the locations and conditions of traffic signs, allowing for targeted maintenance and replacement efforts.

  4. Navigation and Mapping Applications: The model could be leveraged to improve map and navigation accuracy by identifying and classifying traffic signs in real-time, ensuring up-to-date information on speed limits, restricted zones, and other relevant road rules.

  5. Driver Assistance Systems: The ROTRATECTION dataset could be used to enhance driver assistance systems by providing real-time information about traffic signs and road conditions. This would help drivers adhere to traffic rules and increase their overall situational awareness while driving.

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{ rotratection-dataset_dataset,
    title = { ROTRATECTION DATASET Dataset },
    type = { Open Source Dataset },
    author = { ROTRATECTION },
    howpublished = { \url{ https://universe.roboflow.com/rotratection/rotratection-dataset } },
    url = { https://universe.roboflow.com/rotratection/rotratection-dataset },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { mar },
    note = { visited on 2023-09-30 },
}

Connect your model with business logic

roboflow templates thumbnail

Roboflow Templates

Browse code snippets you can use to kickstart your project.

 roboflow templates thumbnail

Roboflow Learn

Build the knowledge you need to evaluate and deploy your model.

Source

ROTRATECTION

Last Updated

6 months ago

Project Type

Object Detection

Subject

STOP

Classes

100 MAXIMUM SPEED RESTRICTION, 20 MAXIMUM SPEED RESTRICTION, 30 MAXIMUM SPEED RESTRICTION, 40 MAXIMUM SPEED RESTRICTION, 40 MINIMUM SPEED RESTRICTION, 45 MAXIMUM SPEED RESTRICTION, 50 MAXIMUM SPEED RESTRICTION, 60 MAXIMUM SPEED RESTRICTION, 60 MINIMUM SPEED RESTRICTION, 80 KPH, 80 MAXIMUM SPEED RESTRICTION, ACCOMODATIONS HOTEL, AIRPORT, ALL TRAFFIC RIGHT, ANIMAL CROSSING AHEAD, ANIMAL PROHIBITED, AREA CLOSED, BICYCLES LANES, BRIDGE ROAD SIGN, BUS ONLY LANE, BUS STATION, BUS STOP ZONE, BUS-PUJ STOP ZONE, CAMPING AREA, CARAVAN SITE, CAUTION, CHECK BRAKES, CHILDREN CROSSING, CONSTRUCTION AREA, CROSS AT DESIGNATED AREAS, CROSS ROAD, CROSSING AHEAD, DIRECTION OF AIRPORT, DISABLED SERVICE, DIVIDED ROAD AHEAD, DO NOT BLOCK INTERSECTION, DOUBLE CURVE LEFT, DOUBLE CURVE RIGHT, DOUBLE SHARP TURN LEFT, DOUBLE SHARP TURN RIGHT, DOWNHILL ROAD, EMERGENCY BAY, EMERGENCY USE ONLY, END EXPRWAY, END OF DIVIDED, END OF SPEED RESTRICTION, EXIT, EXIT SPEED 40 KPH, FALLING ROCKS, FASTEN SEATBELT, FIRST AID, FLOOD-PRONE, GASOLINE STATION, GIVE WAY, GIVE WAY SIGN, HEIGHT RESTRICTION MORE THAN 3.5 METERS, HEIGHT RESTRICTION MORE THAN 4.27 METERS, HEIGHT RESTRICTION MORE THAN 4.5 METERS, HEIGHT RESTRICTION MORE THAN 4METERS, HOSPITAL, HUMP AHEAD, INFORMATION CENTER, INTERSECTION, INTERSECTION SIDE ROAD, KEEP LEFT, KEEP RIGHT, LANDSLIDE PRONE AREA, LANE ENDS, LAY-BY, LEFT CURVE, LEFT HAIRPIN BEND, LEFT TURNER MUST GIVE WAY, LENGTH RESTRICTION MORE THAN 10 METERS, LENGTH RESTRICTION MORE THAN 12 METERS, LINE MERGE, LITTER BIN, LOW-FLYING, MEDICAL, MERGING TRAFFIC, MOTORCYCLE, NARROW BRIDGE AHEAD, NEXT EXIT, NO BICYCLES, NO BLOWING HORNS, NO BUSES, NO CARS, NO ENTRY FOR ALL VEHICLES, NO JEEPNEYS, NO LEFT TURN, NO LOADING AND UNLOADING, NO MOTORCYCLES, NO OVERTAKING, NO PARKING, NO PARKING BUS STOP, NO PARKING FIRE HYDRANT, NO PARKING TOW-AWAY ZONE, NO QUEUING AREA, NO RIGHT TURN, NO SMOKING, NO STOPPING, NO TRICYCLES, NO TRUCKS, NO TURNS, NO U-TURN, NO VEHICLES WITH TRAILER, NO WAITING, OBSERVE SPEED LIMIT, ONE WAY LEFT, ONE WAY RIGHT, OPENING BRIDGE, OVERTAKING ONLY, PARKING, PARKING & RIDE, PARKING AREA, PASS EITHER SIDE, PAY TOLL AHEAD, PEDESTRIAN CROSSING, POLICE, PRIVATE VEHICLE, PROHIBITED ON, PUJ STOP ZONE, PWD CROSSING, RAILROAD CROSSING, REDUCE SPEED, REFRESHMENT, REST AREA, REST ROOM, RESTAURANT CAFE, RIGHT CURVE, RIGHT HAIRPIN BEND, RIGHT TURNER CROSS AT BROKEN LINES, RIVER BANK, ROAD NARROWS, ROAD WORK AHEAD, ROUNDABOUT AHEAD, RVER BANK, SCHOOL BUS STOP, SCHOOL CROSSING, SERVICE CENTER, SHARP TURN LEFT, SHARP TURN RIGHT, SIDE ROAD JUNCTION, SLIPERRY ROAD, SLOW DOWN, SLOW VECHILE, SLOW VECHILE USE RIGHT LANE, SLOW VEHICLES USE RIGHT LANE, SOFT VERGES, SPILL WAY, START EXPRWAY, STOP, STOP AT TOLL GATES, T-JUNCTION AHEAD, TELEPHONE, TO EXPRESSWAY, TOLL CHARGES, TRAFFIC LIGHTS, TRAIN STATION, TRUCK PARKING\, TRUCKS BUSES, TURN RIGHT ANYTIME WITH CARE, TWO-WAY TRAFFIC, U-TURN AHEAD, UNEVEN ROAD, UPHILL ROAD, USE OVERPASS, USE PEDESTRIAN CROSSING, WEIGHT RESTRICTION AXLE LOAD MORE THAN 2 TONNES, WEIGHT RESTRICTION MORE THAN 15 TONNES, WEIGHT RESTRICTION MORE THAN 20 TONNES, WEIGHT RESTRICTION MORE THAN 30 TONNES, WEIGHT RESTRICTION MORE THAN 5 TONNES, WEIGHT RESTRICTION MORE THAN 55 TONNES, WIDTH RESTRICTION MORE THAN 2 METERS, WINDING ROAD, Y-INTER SECTION, Y-JUNCTION AHEAD, \

Views: 162

Views in previous 30 days: 16

Downloads: 6

Downloads in previous 30 days: 0

License

CC BY 4.0

Object Detection Model