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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

car person truck traffic light bus

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Custom

Try Light Detection API

Run on custom image

Drop or click to upload

# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "light"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Light Datasets and Models

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.

Related Objects of Interest:

car person truck traffic light bus

COCO Dataset project thumbnail

Object Detection

COCO Dataset

160

123k images35 models5.37k

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

Logistics project thumbnail

Object Detection

Logistics

by Large Benchmark Datasets

41

99.2k images2 models1.55k

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

Microsoft COCO project thumbnail

Object Detection

Microsoft COCO

by Jacob Solawetz

31

120k images1 model7.1k

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

COCO Dataset project thumbnail

Instance Segmentation

COCO Dataset

23

123k images28 models330

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

fire project thumbnail

Object Detection

fire

12

2.28k images1 model

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

Car Damage Detection project thumbnail

Object Detection

Car Damage Detection

10

3.23k images2 models1.08k

Bonnet Bumper Dickey Door Fender Light Windshield

traffic detection project thumbnail

Object Detection

traffic detection

by redlightrunningdection

7

1.43k images16 models76

bike bus car motorbike truck green-light red-light yellow-light

Pedestrian Signs and Lanes project thumbnail

Object Detection

Pedestrian Signs and Lanes

by PS7

7

9.5k images1 model104

green pedestrian light no pedestrian crossing sign no pedestrian lane pedestrian crossing sign pedestrian lane red pedestrian light

rmsw_5k_night project thumbnail

Object Detection

rmsw_5k_night

6

5k images61

bicycle bus car motorcycle pedestrian rider traffic light traffic sign train truck other vehicle

COCO 128 project thumbnail

Object Detection

COCO 128

by Team Roboflow

6

372 images1.34k

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

asbestos project thumbnail

Object Detection

asbestos

by Roboflow 100

6

1.33k images1 model84

thick-dark-mark thick-light-mark thin-dark-mark thin-light-mark

A2D2 Instance Segmentation project thumbnail

Instance Segmentation

A2D2 Instance Segmentation

6

811 images1 model53

bus car person road traffic light traffic sign truck

Self-Driving Cars project thumbnail

Object Detection

Self-Driving Cars

by SelfDriving Car

5

4.97k images1 model1.69k

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

seg project thumbnail

Instance Segmentation

seg

by road segmentation

5

2.98k images13

bicycle bridge building bus car fence ground license plate motorcycle parking person pole rider road sidewalk traffic light traffic sign trailer train truck

Cityscapes project thumbnail

Instance Segmentation

Cityscapes

by luigiaworkspace

5

1.99k images1 model37

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

CrDmg project thumbnail

Object Detection

CrDmg

5

6.91k images1 model24

crack damage dent moderate scratch severe .0 1 123 3 Dent Headlight damage Left_Back Major & Front Major & Rear Minor & Door Minor & Front Minor & Mirror Minor & Rear

object detection on train track project thumbnail

Object Detection

object detection on train track

by New Workspace

4

50 images

backpack boat car carrot handbag person pottedplant traffic light train tvmonitor umbrella

my custom fortnite ds project thumbnail

Object Detection

my custom fortnite ds

by mpb

4

280 images2 models86

apple bench boat bottle bowl cake carrot chair donut horse microwave person player pottedplant teddy bear toothbrush traffic light tvmonitor umbrella Player

f project thumbnail

Object Detection

f

by dgfdsg fsgfdsg

4

1.43k images1 model119

head microwave person player traffic light tvmonitor Player

SafeWalkBD project thumbnail

Object Detection

SafeWalkBD

4

10.2k images6 models4

Animal Crosswalk Obstacle Over-bridge Person Pole Pothole Railway Road-barrier Sidewalk Stairs Traffic-light Traffic-sign Train Tree Vehicle

traffic cars drone project thumbnail

Object Detection

traffic cars drone

by Almaz Rakhimbekov

4

9.81k images2 models66

bus car pedestrian people truck van freight car signal light the right car undefined

Food Recognition project thumbnail

Instance Segmentation

Food Recognition

4

9.9k images57

apple avocado banana beef beer bread broccoli butter cauliflower cheese chicken chocolate coconut corn croissant cucumber egg eggplant fish garlic

Cityscapes project thumbnail

Object Detection

Cityscapes

by [email protected]

3

3.48k images

bicycle building bus car fence motorcycle person pole rider traffic light traffic sign trailer truck vegetation wall caravan dynamic guard rail

gond_pend project thumbnail

Object Detection

gond_pend

3

4.28k images12

7791290791749_JAB-LAV-ALA-LAV-A-MANO-BICARBONATO-X-800-GRS 7791290791763_JAB-LAV-ALA-MATIC-BICARBONATO-X-400-GRS 7791290791770_JABON-LAVAR-ALA-MATIC-BICARBONATO-X-800-GRS 7791290792012_JABON-ALA-MATIC-LIQUIDO-DOY-PACK-X-800-ML-7791290792050_JABON-LAVAR-ALA-REGULAR-X-800-GRS 7791290792067_JABON-LAVAR-ALA-REGULAR-X-400-GRS 7791290792081_JABON-LAVAR-ALA-MATIC-X-800-GRS-7791290792098_JABON-LAVAR-ALA-MATIC-X-400-GRS-7791290792753_LUSTRAMUEBLES-CIF-ULTRA-BRILLO-GAT-X-400-ML 7791290792777_LUSTRAMUEBLES-CIF-ULTRA-BRILLO-DP-X-380-ML 7791290792814_JAB-LAV-SKIP-LIQ-DILUIDO-DOY-PACK-X-800-ML 7791290793200_JAB-ALA-MAT-PARA-DILUIR-CONC-DP-X-150-ML 7791290793217_JAB-SKIP-LIQ-PARA-DILUIR-CONC-DP-X-150-ML 7791290793248_JAB-ALA-MATIC-PARA-DILUIR-X-150-ML-BOT-1-LT 7791290793255_JAB-SKIP-LIQ-PARA-DILUIR-DP-X-150-BOT-X-1-LT 7791290793682_SUAV-COMFORT-CLASICC-DP-X-900-ML 7791290794054_LAVAV-CIF-ACTIVE-GEL-LIMON-X-300-ML-7791290794061_LAVAV-CIF-ACTIVE-GEL-LIMON-X-500-ML-7791290794108_LAVAV-CIF-ACTIVE-GEL-LIMA-X-300-ML-7791290794115_LAVAV-CIF-ACTIVE-GEL-LIMA-X-500-ML-

ZF Dataset project thumbnail

Object Detection

ZF Dataset

by KIT Karlsruhe

3

1.51k images8

Bicycle Bus Car Dog Gully cover Light Marked crosswalk Person Person with bicycle Person with motor bicycle Sign Traffic cone Traffic sign road Trash can Truck

multiple_light project thumbnail

Object Detection

multiple_light

3

1.13k images1 model13

green red yellow warning-light

Traffic light project thumbnail

Object Detection

Traffic light

by TrafficLightDetect

3

1k images3 models78

Green Light Left turn Red Light Traffic Light Yellow Light

ktxs project thumbnail

Object Detection

ktxs

3

436 images

awake backpack bench bicycle boat car chair clock drowsy handbag person sheep suitcase traffic light train truck umbrella

infrared-car-traffic-light project thumbnail

Object Detection

infrared-car-traffic-light

by io

3

8.06k images1 model40

car crosswalk cyclist light person sign_danger sign_interdiction

Night Vision project thumbnail

Object Detection

Night Vision

3

4.75k images1 model209

bicycle car dog motor person sign traffic light other vehicule

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