Indian Traffic Sign Computer Vision Project

DataCluster Labs

Updated a year ago

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Classes (44)
T_intersection
bridge_ahead
cattle_crossing
compulsory_keep_left
compulsory_sound_horn
cross_road
curve_to_the_left
danger
gap_in_median
go_slow
go_straight
hospital
left_hand_curve
left_turn
max_speed_20
max_speed_40
max_speed_50
max_speed_limit
merging_traffic_ahead
narrow_bridge
narrow_road_ahead
no_left_turn
no_parking
no_stopping_or_standing
over_taking_prohibited
parking
pedestrain
pedestrians _prohibited
petrol_pump
right_hand_curve
right_hand_pin_bend
right_reverse_bend
right_turn
roundabout
same_destination
side_road_left
side_road_right
speed_breaker
staggered_intersection
steep_ascent
stop traffic_signal
u_turn_prohibited
zebra_crossing
Description

Indian Traffic Sign Image Dataset

Datasets for Indian traffic signs

About Dataset

**This dataset is collected by Datacluster Labs. To download full dataset or to submit a request for your new data collection needs, please drop a mail to: sales@datacluster.ai **

This dataset is an extremely challenging set of over 2000+ original Indian Traffic Sign images captured and crowdsourced from over 400+ urban and rural areas, where each image is manually reviewed and verified by computer vision professionals at DC Labs.

Dataset Features

  1. Dataset size : 2000+
  2. Captured by : Over 400+ crowdsource contributors
  3. Resolution : 100% of images HD and above (1920x1080 and above)
  4. Location : Captured with 400+ cities accross India
  5. Diversity : Various lighting conditions like day, night, varied distances, view points etc.
  6. Device used : Captured using mobile phones in 2020-2021
  7. Usage : Traffic sign detection, Self-driving systems, traffic detection, sign detection, etc.

Available Annotation formats COCO, YOLO, PASCAL-VOC, Tf-Record

The images in this dataset are exclusively owned by Data Cluster Labs and were not downloaded from the internet. To access a larger portion of the training dataset for research and commercial purposes, a license can be purchased. Contact us at sales@datacluster.ai Visit www.datacluster.ai to know more.

Supervision

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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{
                            indian-traffic-sign-vvx9y_dataset,
                            title = { Indian Traffic Sign  Dataset },
                            type = { Open Source Dataset },
                            author = { DataCluster Labs },
                            howpublished = { \url{ https://universe.roboflow.com/datacluster-labs-agryi/indian-traffic-sign-vvx9y } },
                            url = { https://universe.roboflow.com/datacluster-labs-agryi/indian-traffic-sign-vvx9y },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { sep },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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