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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

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umbrella laptop book camera glasses

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Try Brake 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": "brake"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Brake Datasets and Models

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

Related Objects of Interest:

umbrella laptop book camera glasses

switch tray verification project thumbnail

Object Detection

switch tray verification

770 images1 model

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

LP TRIM LINE SWITCH 2 project thumbnail

Object Detection

LP TRIM LINE SWITCH 2

by TML

336 images2 models

ATC Off Aux Tank Buttons Dummy Engine brake Engine lamp Front down Front up Hazard Heavy Help Hill Assist Light Medium Rear Regen Inhibit Regen STMAN

ObjectFYP 2 project thumbnail

Object Detection

ObjectFYP 2

by Final Project

8.88k images1 model4

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

gaming project thumbnail

Object Detection

gaming

784 images1 model5

back book camera fire glasses hamburger laptop moon star umbrella -ad add add-mode add-one add-subtract adjustment adobe-illustrate adobe-indesign adobe-lightroom

Gold Crowded Merged C Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged C Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

gas-brake-final project thumbnail

Object Detection

gas-brake-final

1

3.42k images1 model2

Gold Crowded Merged A Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged A Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

Gold Crowded Merged B Release Test project thumbnail

Instance Segmentation

Gold Crowded Merged B Release Test

by SA-Co Gold Dataset

846 images

animal apple backpack bag balloon basket bed beef beer bench bicycle bird blueberry boat bolt book bottle bowl box bridge

vande bharat project thumbnail

Object Detection

vande bharat

by YG Studio's Workspace

108 images

wheel wire Air Brake Hose Air intake filter Axel Box Distributed traction system Pipe Tank suspension and braking systems vande-bharat wheel axel

teltale detection project thumbnail

Object Detection

teltale detection

1.91k images1 model

ABS Brake objects park_brake

MY_Project 3 project thumbnail

Object Detection

MY_Project 3

1

2.34k images1 model7

Anti Lock Braking System Brake System Issue Charging System Issue Check Engine Door open Electronic Power Steering Electronic Stability Problem (ESP)High Engine Coolant Temperature Lane Departure Low Engine Oil Warning Low Fuel Low Tire Pressure Warning Master Warning SRS-Airbag Seat Belt Washer Fluid

image project thumbnail

Object Detection

image

74 images

Engineering-items IRC Multitester philip-LED shell-brake

segment_v2 project thumbnail

Instance Segmentation

segment_v2

by seedcounting

247 images

brake brakeshoe

qw project thumbnail

Instance Segmentation

qw

1.2k images

car foot accel brake

imeag_project project thumbnail

Object Detection

imeag_project

29 images

object IRC LED multimeter shell Brake

R-Horient-Focus project thumbnail

Object Detection

R-Horient-Focus

by CP

424 images

battery line gas-station h-brake icons km tank-line temp

train brakes project thumbnail

Object Detection

train brakes

84 images

xrparts project thumbnail

Object Detection

xrparts

by tianjinhaipei

658 images

brake charger connector1 connector2 handler

rpi5 detect project thumbnail

Object Detection

rpi5 detect

1.4k images1 model

accelerator brake

dataset_large 2_14classes project thumbnail

Object Detection

dataset_large 2_14classes

by Dashboarddataset

2.5k images1 model

Electronic Stability Problem (ESP)Anti Lock Braking System Brake System Issue Charging System Issue Check Engine Door open Electronic Power Steering High Engine Coolant Temperature Low Engine Oil Warning Low Fuel Low Tire Pressure Warning Master Warning SRS-Airbag Seat Belt

AGVAI02 project thumbnail

Object Detection

AGVAI02

107 images

Brake fluid Inner Tube Light bulb Multimeter

Graduate DSU project thumbnail

Object Detection

Graduate DSU

45 images1 model

Сar interior parts - validation project thumbnail

Object Detection

Сar interior parts - validation

50 images6

A/C Climate control block Cruise control Gearbox HMI Multimedia screen Hand brake button Lights knobs Multimedia control Multimedia knob joystick Steering wheel Wipers knobs

crabs project thumbnail

Object Detection

crabs

by Sinan BALCIN

966 images1 model4

back bike book camera fire glasses hamburger laptop moon star umbrella \ad add add-mode add-one add-subtract adjustment adobe-illustrate adobe-indesign

Сar interior parts - testing project thumbnail

Object Detection

Сar interior parts - testing

1

25 images3

A/C Climate control block Cruise control Gearbox HMI Multimedia screen Hand brake button Lights knobs Multimedia control Multimedia knob joystick Steering wheel Wipers knobs

geetestv4-colored project thumbnail

Object Detection

geetestv4-colored

by Ugur Bozkurt

966 images

back bike book camera fire glasses hamburger laptop moon star umbrella -ad add add-mode add-one add-subtract adjustment adobe-illustrate adobe-indesign

car_dashboard project thumbnail

Object Detection

car_dashboard

by new

84 images1 model6

Airbag_Warning_Light Battery_Light Brake Check_Engine_Light Coolant_Level_Warning_Light Diesel_Glow_Plugs_Active Engine_Oil_Warning_Light Low_Fuel_Light Parking Stability_Control_Light

Try1 project thumbnail

Object Detection

Try1

by New Workspace

60 images1

Cover-L Body Element-Air-Filter-0712 Element-Air-Filter-0713 Lamp-ASSY-Signal-RR Pad-ASSY-Brake-0081 Pad-ASSY-Brake-0151

AGVAI01 project thumbnail

Object Detection

AGVAI01

608 images

Brake fluid Inner Tire Light bulb multimeter

Brake Assembly project thumbnail

Object Detection

Brake Assembly

by cg

793 images1 model1

Brake Pad Brake Switch Caliper Pin Caliper Piston Wheel Cylinder

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