Top Light Datasets and Models

Object Detection

random_samples

Mohamed Amin

272 images 8 classes

bus car d light goods vehicle rigid truck rigid truck with trailer single tractor unit truck with trailer

Instance Segmentation Model roboflow-3-n-seg

northern-airport-runway

northern airport

3k images 4 classes 1 model

light vegetation water runway

Object Detection Model snap

object detection new amina dina

new amina

1.1k images 18 classes 3 models

bicycle building bus car motorcycle person pole rider road sidewalk train truck vegetation myCar sky terrain traffic-light traffic-sign

Object Detection

fireDetection

hackathonfiredetection

622 images 19 classes

chair cloud fire light rock table * PC RED CAR bougie cadre liflette non_fire orange flour passager red jacket sun wall orange ù

Object Detection Model snap

NG Object Detection

Peter Nguyen

141 images 86 classes 3 models

book chair hand ice cream lime person BBQ sauce Bamboo Barrel Basket Blue Chair Book trolley Bookrow Bread Brown Chair Buoy Calamari Rings Cherry Chichdi Chicken Wings

Instance Segmentation Model yolov11 yolov11s yolov11x

car damage

Peggie

3.2k images 4 classes 2 models

damage scratch dents light damage

Object Detection Model yolov8 yolov8n snap

44

Logistics

Large Benchmark Datasets

99k images 20 classes 2 models

barcode car cardboard box fire forklift freight container helmet ladder license plate person qr code road sign safety vest smoke traffic light truck van wood pallet gloves traffic cone

Object Detection

B

SOONCHUNHYANG UNIVERSITY

5.2k images 17 classes

A1 A2 A3 B1 B2 B3 Barrel Blue cone Construction Green light Green turn Parking Red cone Red light Tubular marker Yellow cone Yellow light

Object Detection Model snap

town2

town

787 images 11 classes 2 models

Braille block Building Bus stop Door Elevator Escalator Pedestrian crossing Pedestrian signal Stairs Tree Vehicle traffic light

Object Detection

switch tray verification

company

770 images 15 classes

ATC-switch Em-Help Engine-Lamp Hill-Holder Lift-Axle-Disable Lift-Axle-Front Lift-Axle-Rear Medium Regn-Start-MNL Regn-inhabit dummy engine-brake hazard heavy-mode light-mode

Instance Segmentation

Home Image Annotations 2

Upendra Singh

144 images 15 classes

Column Door Garage Gutter HouseNumber Light Noice Roof Soffit Trim Wall Window column tr wa

Instance Segmentation

Home Image Annotations 2

my stereo

134 images 12 classes

Column Door Garage Gutter HouseNumber Light Noice Roof Soffit Trim Wall Window

Object Detection Model snap

1

fire detection

stage

1.4k images 3 classes 1 model

fire light smoke

Semantic Segmentation

1

RoofSense 2

My Workspace

200 images 13 classes

Asphalt Shingle Ceramic Tile Concrete Dark-coloured Membrane Gravel Invalid Light-coloured Membrane Light-permitting Surface Metal Other Solar Panel Stone Shingle Vegetation

Semantic Segmentation

1

RoofSense 3

My Workspace

200 images 13 classes

Asphalt Shingle Ceramic Tile Concrete Dark-coloured Membrane Gravel Invalid Light-coloured Membrane Light-permitting Surface Metal Other Solar Panel Stone Shingle Vegetation

Object Detection

Traffic

Locky

6k images 14 classes

bus traffic light tram bus number plate bus stop bus stop number plate green minibus private vehicle red minibus safety barriers safety bollards staircases white-zebra-crossing yellow-zebra-crossing

Object Detection Model

BFMC

Team DriverlES

5.4k images 15 classes 1 model

car pedestrian closed-road-stand crosswalk-sign highway-entry-sign highway-exit-sign no-entry-road-sign one-way-road-sign parking-sign parking-spot priority-sign round-about-sign stop-line stop-sign traffic-light

Object Detection

testset

test

675 images 80 classes

airplane apple backpack banana bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat chair

Instance Segmentation

labeling

30 images 32 classes

bicycle bridge building bus car fence ground motorcycle parking person pole rider road sidewalk traffic light traffic sign trailer truck vegetation wall

Object Detection Model

Self-Driving Cars

SelfDriving Car

5k images 15 classes 1 model

Green Light Red Light Speed Limit 10 Speed Limit 100 Speed Limit 110 Speed Limit 120 Speed Limit 20 Speed Limit 30 Speed Limit 40 Speed Limit 50 Speed Limit 60 Speed Limit 70 Speed Limit 80 Speed Limit 90 Stop

Object Detection

Self-Driving Cars

keehakkee

5k images 15 classes

Green Light Red Light Speed Limit 10 Speed Limit 100 Speed Limit 110 Speed Limit 120 Speed Limit 20 Speed Limit 30 Speed Limit 40 Speed Limit 50 Speed Limit 60 Speed Limit 70 Speed Limit 80 Speed Limit 90 Stop

Object Detection

Self-Driving Cars

Yesh

5k images 15 classes

Green Light Red Light Speed Limit 10 Speed Limit 100 Speed Limit 110 Speed Limit 120 Speed Limit 20 Speed Limit 30 Speed Limit 40 Speed Limit 50 Speed Limit 60 Speed Limit 70 Speed Limit 80 Speed Limit 90 Stop

Object Detection

Self-Driving Cars

Omar Khaled

5k images 15 classes

Green Light Red Light Speed Limit 10 Speed Limit 100 Speed Limit 110 Speed Limit 120 Speed Limit 20 Speed Limit 30 Speed Limit 40 Speed Limit 50 Speed Limit 60 Speed Limit 70 Speed Limit 80 Speed Limit 90 Stop

Object Detection

1

French Railway signaling (only test and valid)

Ektacom

1.2k images 80 classes

1 feu violet 2 feux horizontaux 2 feux jaunes chassis R Avertissement & Ralentissement 30 and Chassis H (6 & 3 feux en S) Avertissement & rappel 30 and Chassis H (6 & 3 feux en S) Avertissement (1 feu jaune) and Chassis A (3 feux verticaux) Avertissement (1 feu jaune) and Chassis C (5 feux verticaux) Avertissement (1 feu jaune) and Chassis F (6 & 1 feux en L inverse) Avertissement (1 feu jaune) and Chassis H (6 & 3 feux en S) Avertissement (1 feu jaune) and Chassis R (6 feux dans un disque) Carre (2 feux rouges) and Chassis C (5 feux verticaux) Carre (2 feux rouges) and Chassis F (6 & 1 feux en L inverse) Carre (2 feux rouges) and Chassis H (6 & 3 feux en S) Carre violet (1 feu violet) and Chassis C (5 feux verticaux) Carre violet (1 feu violet) and Chassis F (6 & 1 feux en L inverse) D F Feu blanc (1 feu blanc) and Chassis A (3 feux verticaux) Feu blanc (1 feu blanc) and Chassis ID2 (2 feux horizontaux) Feu blanc (1 feu blanc) and Chassis ID3 (3 feux horizontaux) Feu vert (1 feu vert fixe) and Chassis A (3 feux verticaux)

Instance Segmentation

Q7_BAFFLE

CAR

217 images 4 classes

baffle baffle-hole baffle-light baffle-nail

Object Detection Model yolonas yolonas-s

Arte

Pamelathf

5.5k images 78 classes 1 model

aeroplane apple backpack banana bear bed bench bicycle bird boat book bottle bowl broccoli cake car carrot cat cell phone chair

Object Detection

CARS

TB Dataset

3.3k images 20 classes

boat bus car clock oven person pottedplant stop sign suitcase traffic light train truck Large Bus Large Truck Medium Bus Medium Truck Mini Bus SUV Sedan Small Truck

Object Detection

traffic object dataset

chworkspace

97 images 12 classes

bicycle bus car cat dog motorcycle person stop sign traffic light train truck fire-hydrant

Object Detection Model snap

LIGHTING SYMBOL

AMIR NURUDDIN

45 images 5 classes 1 model

1x Fluorescent Light 2x Fluorescent Light Emergency Light Keluar Light LIGHTING

Semantic Segmentation Model

myyy

dataset

150 images 86 classes 1 model

Object Detection yolov8n yolov8

waste segergation

Chinmay Vinarkar

7.4k images 10 classes

battery clothes glass metal paper plastic 0 Light bulb e waste organic

Object Detection

Road-Traffic-First

RoadTraffic

9.7k images 47 classes

aeroplane backpack bench bicycle bird boat bus car cat clock cow cup dog elephant fire hydrant frisbee handbag horse kite knife

Object Detection

Road-Multi-OD-Tracking

D2D

1k images 10 classes

animal bicycle bus car motorcycle parking meter person stop sign traffic light truck

Object Detection Model snap

Coco2017

ObjectDetection

5.4k images 104 classes 1 model

apple backpack banana baseball bat baseball glove bear bed bench bicycle bird boat book bottle bowl broccoli bus cake car carrot cat

Object Detection Model snap

fire detection

jeongmin

433 images 5 classes 1 model

board fire light person utensil

Object Detection Model snap

lane

lane detection

575 images 82 classes 1 model

ambulance bike bridge bus car cycle field forest gate grass ground horse house jeep mirror parking person pole road roof

Instance Segmentation Model roboflow-3-s-seg yolov11 yolov11s-seg

obstruction-seg

obstructionseg

198 images 8 classes 6 models

traffic light traffic sign tree billboard electric pole street lamp transmission tower w

The datasets below can be used to train fine-tuned models for light detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats. At the bottom of this page, we have guides on how to train a model using the light datasets below.

The datasets below can be used to train fine-tuned models for light detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

At the bottom of this page, we have guides on how to train a model using the light datasets below.