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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:

mild moderate crack open cracks

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

# 4. Get your results
print(result)

Top Severe Datasets and Models

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

Related Objects of Interest:

mild moderate crack open cracks

acne detect project thumbnail

Object Detection

acne detect

2.04k images

moderate severe blackheads dark spot mild nodules papules pustules very_severe whiteheads

mini project project thumbnail

Object Detection

mini project

320 images1 model

moderate normal severe mild

stroke classification project thumbnail

Object Detection

stroke classification

754 images

==============================Roboflow is an end-to-end computer vision platform that helps you Stroke - v21 mouth Classification - 4 classes - normal- weak - mid- severe This dataset was exported via roboflow This dataset was exported via roboflow.com on December 15, 2023 at 8:02 AM GMT

pipeline maintenance system project thumbnail

Object Detection

pipeline maintenance system

3

278 images1 model8

Severe Crack cracks leak no leak

total_images_crack project thumbnail

Object Detection

total_images_crack

by Crack Detection

1.84k images

Crack RI Dataset - v5 2023-12-12 11-20am Severe Crack crack-in-pipe cracks leak no leak no-crack-in-pipe

Bulldogs_501 project thumbnail

Object Detection

Bulldogs_501

by UCDBInovisoJarbas

429 images

moderate open severe mild

james project thumbnail

Object Detection

james

97 images1 model12

Good Mild Rust Moderate Rust Severe Rust Tower

Repair_Tracking_System project thumbnail

Object Detection

Repair_Tracking_System

by New Workspace

1.07k images

crack 0 Defect Diagonal cracks Horizontal crack Horizontal-crack Severe Crack Vertical cracks Vertical-crack cracks hair cracks no crack

Stubble Burn& Wildfire Detection project thumbnail

Object Detection

Stubble Burn& Wildfire Detection

191 images1 model

Cloudy Fire-High_Confidence Fire-Low-Intensity Fire-Medium-Intensity bonnet bonnet-dent minor-dent moderate-dent severe-dent

surface cracks project thumbnail

Object Detection

surface cracks

2.1k images16

moderate severe d h mild v

corrosion2inspection2 project thumbnail

Instance Segmentation

corrosion2inspection2

by computervision

547 images13

0 1 2 corroded-part mild-corrosion moderate-corrosion severe-corrosion

CC project thumbnail

Instance Segmentation

CC

3.33k images

Crack Fair Poor Severe

Crack_D_C project thumbnail

Object Detection

Crack_D_C

by BWO

1.6k images5

ExtremelySevere Moderate Severe Slightly

Rust Detection project thumbnail

Instance Segmentation

Rust Detection

by Rust detection

1

10.1k images112

car corrosion rust Rust copper corrosion corroded-part iron rust mild-corrosion moderate-corrosion severe-corrosion

teste 1 project thumbnail

Semantic Segmentation

teste 1

by UCDBInovisoJarbas

415 images4

moderate open severe mild

DentalFluorosis project thumbnail

Object Detection

DentalFluorosis

581 images2 models11

fire smoke Mild Moderate Normal Severe other

My First Project project thumbnail

Object Detection

My First Project

by Osei Kingsley Boakye

598 images

Corrosion underwater No corrosion No corrosion underwater Severe mild

bulldogs-dataset project thumbnail

Instance Segmentation

bulldogs-dataset

1

415 images7

moderate open severe mild

BOAS_Dog project thumbnail

Object Detection

BOAS_Dog

410 images1 model2

moderate open severe mild

Car Crash Severity Detection project thumbnail

Object Detection

Car Crash Severity Detection

by [email protected]

2

1.57k images117

fire moderate severe minor no_accident

ImageLagel project thumbnail

Object Detection

ImageLagel

by G

46 images

MAT project thumbnail

Object Detection

MAT

1

518 images1 model20

Crack Severe Crack cracks

Surface Crack Dataset retry project thumbnail

Object Detection

Surface Crack Dataset retry

599 images35

moderate severe mild

Corrosion Dataset project thumbnail

Object Detection

Corrosion Dataset

88 images12

Low Moderate Severe

Deteksi Stroke dengan Tingkatan project thumbnail

Object Detection

Deteksi Stroke dengan Tingkatan

by Joseph Mahardika

800 images

Mild Moderate Moderate Severe Severe objects-Rbfv

無人航空載具之鐵皮屋頂鏽蝕檢測系統 project thumbnail

Object Detection

無人航空載具之鐵皮屋頂鏽蝕檢測系統

by UAV

952 images

Moderate Severe Visible

defect_detect_ex project thumbnail

Object Detection

defect_detect_ex

by bean defects

987 images

broken full sour fungus husk immature partial black partial sour severe insect shell slight insect withered

car damages project thumbnail

Semantic Segmentation

car damages

2.32k images

-Minor Damage -Dent-Minor Damage -Scratch-No Damage Severe Damage

Acne project thumbnail

Object Detection

Acne

by New Workspace

29 images1 model

less severe mild

INFRA DAMAGE project thumbnail

Object Detection

INFRA DAMAGE

902 images1 model

moderate severe mild

DACtmp project thumbnail

Object Detection

DACtmp

by DAC

8.44k images

fire moderate severe smoke other

AI spinecheck (Area test) project thumbnail

Instance Segmentation

AI spinecheck (Area test)

by AI Spinecheck

233 images

0 Normal 1 Mild 2 Moderate 3 Severe

Crack Damage Recognition project thumbnail

Crack Damage Recognition

1.2k images2 models

moderate severe mild no_crack

pipeline project thumbnail

Object Detection

pipeline

1k images

crack moderate severe no_cracks not_critical

Coryza Augment project thumbnail

Coryza Augment

by Davao del Norte State College

174 images1 model

healthy moderate severe mild unknown

collision project thumbnail

Object Detection

collision

800 images

moderate severe

Bulldogs_500 project thumbnail

Semantic Segmentation

Bulldogs_500

by UCDBInovisoJarbas

410 images18

moderate open severe mild

Parkinsons detection project thumbnail

Parkinsons detection

425 images7

healthy moderate severe mild

Crack_seg project thumbnail

Instance Segmentation

Crack_seg

by BWO

1.15k images1 model6

ExtremelySevere Moderate Severe

Parkinson project thumbnail

Parkinson

523 images2 models18

healthy severe mild modrate

Crack project thumbnail

Instance Segmentation

Crack

98 images5

crack severe damaged mild spall undamaged

My First Project project thumbnail

Instance Segmentation

My First Project

2.43k images

moderate severe 0 none or minor objects

crackdetection project thumbnail

Instance Segmentation

crackdetection

962 images

severe damaged mild undamaged

CATARACT_DETECTION project thumbnail

CATARACT_DETECTION

3.71k images1 model

MILD NORMAL SEVERE UNKNOWN

cracksegmentation project thumbnail

Instance Segmentation

cracksegmentation

964 images1 model

severe damaged mild undamaged

excelsa_test3_duplicate 2 project thumbnail

Object Detection

excelsa_test3_duplicate 2

by bean defects

1.6k images

broken cherry full black full sour fungus husk immature parchment partial black partial sour severe insect shell slight insect withered

My First Project project thumbnail

Semantic Segmentation

My First Project

330 images

severe mild no corrosion subsea pipeline corroded

AI spinecheck project thumbnail

Keypoint Detection

AI spinecheck

by AI Spinecheck

250 images3 models2

0 Normal 1 Mild 2 Moderate 3 Severe

excelsa_test3_duplicate 4 project thumbnail

Object Detection

excelsa_test3_duplicate 4

by bean defects

1.26k images

broken cherry full black full sour fungus husk immature parchment partial black partial sour severe insect shell slight insect withered

BANANA_YOLOV8 project thumbnail

Object Detection

BANANA_YOLOV8

by BANANAFUSARIUM

89 images1 model2

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