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Traffic Sign Detection Computer Vision Project

CS5510 Project

Updated 2 years ago

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Tags
Object Detection
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Description

Using images from https://github.com/sarah-antillia/YOLO_Realistic_USA_RoadSigns_160classes as the base, then adding images from robot to use as training.

Classes 0: 270_degree_loop 1: Added_lane 2: Added_lane_from_entering_roadway 3: All_way 4: Be_prepared_to_stop 5: Bicycles 6: Bicycles_and_pedestrians 7: Bicycles_left_pedestrians_right 8: Bicycle_wrong_way 9: Bike_lane 10: Bike_lane_slippery_when_wet 11: Bump 12: Bus_lane 13: Center_lane 14: Chevron_alignment 15: Circular_intersection_warning 16: Cross_roads 17: Curve 18: Dead_end 19: Deer_crossing 20: Detour 21: Detour_right 22: Dip 23: Double_side_roads 24: Do_not_drive_on_tracks 25: Do_not_enter 26: Do_not_pass_stopped_trains 27: Emergency_signal 28: End_detour 29: Except_right_turn 30: Fallen_rocks 31: Flagger_present 32: Fog_area 33: Golf_cart_crossing 34: Go_on_slow 35: Gusty_winds_area 36: Hairpin_curve 37: Hazardous_material_prohibited 38: Hazardous_material_route 39: Hidden_driveway 40: Hill_bicycle 41: Horizontal_alignment_intersection 42: Horse_drawn_vehicle_ahead 43: Keep_left 44: Keep_left_2 45: Keep_right 46: Keep_right_2 47: Lane_ends 48: Left_lane 49: Left_turn_only 50: Left_turn_or_straight 51: Left_turn_yield_on_green 52: Loading_zone 53: Low_clearance 54: Low_ground_clearance_railroad_crossing 55: Merge 56: Merging_traffic 57: Metric_low_clearance 58: Minimum_speed_limit_40 59: Minimum_speed_limit_60km 60: Narrow_bridge.jpg 61: Narrow_bridge 62: National_network_prohibited 63: National_network_route 64: Night_speed_limit_45 65: Night_speed_limit_70km 66: No_bicycles 67: No_entre 68: No_hitch_hiking 69: No_horseback_riding 70: No_large_trucks 71: No_left_or_u_turn 72: No_left_turn 73: No_left_turn_across_tracks 74: No_outlet 75: No_parking 76: No_parking_bus_stop 77: No_parking_from_830am_to_530pm 78: No_parking_from_830am_to_530pm_2 79: No_parking_in_fire_lane 80: No_parking_Loading_zone 81: No_parking_on_pavement 82: No_pedestrians 83: No_pedestrian_crossing 84: No_right_turn 85: No_rollerblading 86: No_standing_any_time 87: No_stopping_on_pavement 88: No_straight_through 89: No_train_horn_warning 90: No_turns 91: No_unauthorized_vehicles 92: No_u_turn 93: Offset_roads 94: One_direction 95: One_way 96: Parking_with_time_restrictions 97: Pass_on_either_side 98: Pass_road 99: Path_narrows.jpg 100: Path_narrows 101: Pedestrian_crossing 102: Railroad_crossing 103: Railroad_crossing_ahead 104: Railroad_intersection_warning 105: Ramp_narrows 106: Reserved_parking_wheelchair 107: Reverse_curve 108: Reverse_turn 109: Right_lane 110: Right_turn_only 111: Right_turn_or_straight 112: Road_closed 113: Road_closed_ahead 114: Road_narrows 115: Road_slippery_when_wet 116: Rough_road 117: Runaway_vehicles_only 118: School 119: School_advance 120: School_bus_stop_ahead 121: School_bus_turn_ahead 122: School_speed_limit_ahead 123: Sharp_turn 124: Side_road_at_an_acute_angle 125: Side_road_at_a_perpendicular_angle 126: Single_lane_shift_left 127: Skewed_railroad_crossing 128: Snowmobile 129: Speed_limit_50 130: Speed_limit_80km 131: Stay_in_lane 132: Steep grade 133: Steep_grade_percentage 134: Stop 135: Stop_here_for_pedestrians 136: Stop_here_for_peds 137: Straight_ahead_only 138: Tractor_farm_vehicle_crossing 139: Tractor_farm_vehicle_crossing_2 140: Truck crossing_2 141: Truck_crossing 142: Truck_rollover_warning 143: Truck_route_sign 144: Truck_speed_Limit_40 145: Turning_vehicles_yield_to_pedestrians 146: Turn_only_lanes 147: Two_direction 148: Two_way_traffic 149: T_roads 150: Wait_on_stop 151: Weight_limit_10t 152: Winding_road 153: Workers_on_road 154: Work_zone_for_speed_limit 155: Wrong_way 156: Yield 157: Yield_here_to_pedestrians 158: Yield_here_to_peds 159: Y_roads

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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{
                            traffic-sign-detection-sykua_dataset,
                            title = { Traffic Sign Detection Dataset },
                            type = { Open Source Dataset },
                            author = { CS5510 Project },
                            howpublished = { \url{ https://universe.roboflow.com/cs5510-project/traffic-sign-detection-sykua } },
                            url = { https://universe.roboflow.com/cs5510-project/traffic-sign-detection-sykua },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-11-27 },
                            }

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