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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:

surface defect metallic-surface-defect crack normal ==============================

Images

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Custom

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Custom

Try Surface-defect 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": "surface-defect"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Search Results for class:surface-defect

Related Objects of Interest:

surface defect metallic-surface-defect crack normal ==============================

newData project thumbnail

Object Detection

newData

3

524 images14

normal fugongiya sunken surface defect

Deteccão_fixacoes_trilhos project thumbnail

Object Detection

Deteccão_fixacoes_trilhos

by TrilhosObjectDetection

2

8.43k images3 models34

0 1 13 14 15 2 3 5 6 8 9 Baseplaterotation Braids CES Corrugation Defectives fastener Falta_Grampo Falta_Parafuso Fisplates Grampo

新的蚕茧检测 project thumbnail

Object Detection

新的蚕茧检测

2

524 images8

normal fugongiya sunken surface defect

Severstal-steel-defects project thumbnail

Instance Segmentation

Severstal-steel-defects

2

6.67k images1 model33

crazing defect patch defect pitted surface defect scratch defect

Steel-defect-detections project thumbnail

Instance Segmentation

Steel-defect-detections

1

6.94k images8

crack defect crazing defect patch defect pitted surface defect scratch defect

CaliperTop_backup project thumbnail

Object Detection

CaliperTop_backup

1

299 images2

Black Scratch Defect surface Dented Good Tiny scratch

Defect on Surface project thumbnail

Instance Segmentation

Defect on Surface

by MVI Chips Defect on Surface Detection

1

347 images1 model7

Defect-on-chips-surface IC surface

Steel-Defect-Detection project thumbnail

Object Detection

Steel-Defect-Detection

by ZHUYICHEN FYP

1

1.76k images2

* collaborate with your team on computer vision projects * collect & organize images ==============================Roboflow is an end-to-end computer vision platform that helps you Steel Surface Defect Detection - v1 2024-03-24 1:25am This dataset was exported via roboflow.com on March 23, 2024 at 5:57 PM GMT

Dataset RGB project thumbnail

Object Detection

Dataset RGB

by muadzar hafizhi

1

114 images1 model1

Rail-Surface-Defect

Defect Detection project thumbnail

Object Detection

Defect Detection

by University of California Santa Barbara

86 images

Metallic-Surface-Defect

FSW project thumbnail

Object Detection

FSW

by Anwesha Samaddar

26 images5

Continuous line defect Crack Excessive flash Flash Rough surface Void and cracks

conversion project thumbnail

Object Detection

conversion

200 images1 model5

Concrete Crack Construction Joint External Insufficient Surface defect

yolo project thumbnail

Object Detection

yolo

116 images2

Metallic-Surface-Defect

AISafetyTracker project thumbnail

Object Detection

AISafetyTracker

287 images1 model12

Blow Holes Broken welding Line mark Material Absence Material damage No-defect PPE-FIRE-SMOKE Surface contamination Surface damage Through Hole welding gap

Images project thumbnail

Object Detection

Images

by sambarnavyasri

162 images6

defect dirt DEFECT Laminate damage PU_TAP PU_tap VG_damage laminate damage le erosion pu_tap surface damage

FinalYear2 project thumbnail

Object Detection

FinalYear2

by EA

532 images1 model

Crack Surface defect

Final RoboVision project thumbnail

Object Detection

Final RoboVision

70 images

Surface-Defect-bbdU

Gear Detection 2025 project thumbnail

Object Detection

Gear Detection 2025

by Gear Detection project

111 images1 model

Breakage Gear tooth breakage Gears Surface Defect Wear and Tear corrosion defect excessive error exessive error pitting tooth error tooth failure

surface defect detection project thumbnail

Semantic Segmentation

surface defect detection

225 images

cat face surface-defect-detection

My First Project project thumbnail

Object Detection

My First Project

by MyCrackDetector

223 images

dent edge crack no defect porosity surface crack

piston-surface-defect-1 project thumbnail

Object Detection

piston-surface-defect-1

by xxfs Workspace

165 images

crack scratch piston-surface-defect-1 pore wear

jujube_obj_main project thumbnail

Object Detection

jujube_obj_main

915 images

overripe 0 Black Rot Bruising Cracked Crown Cracked Fruit Defect Insect Damage Surface Defect staying

Berry Defect Detection 2 project thumbnail

Object Detection

Berry Defect Detection 2

by Aizels Workspace

105 images

healthy mold Berry Berry-Defect-Detection bruising surface change

Berry Defect Detection 3 project thumbnail

Object Detection

Berry Defect Detection 3

by Aizels Workspace

105 images

healthy mold Berry Berry-Defect-Detection bruising surface change

表面破碎缺陷 project thumbnail

Object Detection

表面破碎缺陷

by 1

41 images1 model

Surface-fracture-defect

Candle Defect project thumbnail

Candle Defect

by Candle Defect

147 images4 models

Adhesion Blooming Cracking Double FOld Frost Non-Defect Variable Surface Texture Wax Settling Lines

IR Damage V2 project thumbnail

Object Detection

IR Damage V2

by EGH 400 Solar Panel

102 images1

Multi-Cell-Damage Single-Cell-Damage Surface-Defect

pointbroken project thumbnail

Object Detection

pointbroken

by 1

800 images1 model

pitted-surface pitting-defect spongy-surface

Unet segmentation project thumbnail

Instance Segmentation

Unet segmentation

1.15k images1 model

normal defect-on-surface

aa project thumbnail

Object Detection

aa

103 images1

alligator crack block crack damaged base crack localise surface defect multi crack peel off with cracks peeling off premix pothole with crack rigid pavement crack single crack transverse crack wearing course peeling off

Railway project thumbnail

Object Detection

Railway

651 images1 model

Joint Defect Missing Fastner No Defect Rail Surface Defect

Detect efects project thumbnail

Object Detection

Detect efects

1.53k images

corner Pin Hole Printing defect Scratch Surface crack broken tiles corner chip edge chipping spot defect tiles-defects

hw5 project thumbnail

Object Detection

hw5

89 images

Metallic-Surface-Defect

rectangular-objects project thumbnail

Instance Segmentation

rectangular-objects

111 images

defect object 0 1 Unlabeled deformed surface damage

new master project thumbnail

new master

by NJ

609 images

cracks mild roughness no defect surface defect and stringing

UFG_defeitos_peça_Inteira_luz_média project thumbnail

Object Detection

UFG_defeitos_peça_Inteira_luz_média

by Lucas Almeida

312 images1

Over-extrusion P1 - Defect P1 - OK P2 - Defect P2 - OK P3 - Defect P3 - OK Scars on top surface Support - Defect Support - OK Underfill

表面破碎缺陷 project thumbnail

Object Detection

表面破碎缺陷

by 1

41 images1 model

Surface-fracture-defect

steel project thumbnail

Object Detection

steel

by major project

1.8k images

- collaborate with your team on computer vision projects ==============================NEU Surface Defect Dataset - v1 2023-11-08 3:39am Roboflow is an end-to-end computer vision platform that helps you

CaliperTop project thumbnail

Object Detection

CaliperTop

300 images5

Defect surface Good Long Black Scratch Multiple dent Multiple scratch Short Black Scratch Tiny dent Tiny scratch

HW4 project thumbnail

Object Detection

HW4

86 images2

crescent-metallic-surface-defect

YOLO v5 PyTorch project thumbnail

Object Detection

YOLO v5 PyTorch

91 images1

Metallic-Surface-Defect

Dataset project thumbnail

Object Detection

Dataset

by muadzarhafizhi

195 images1 model3

Rail-Surface-Defect

Tipe 1 project thumbnail

Object Detection

Tipe 1

67 images2 models1

Rail-Surface-Defect

Showing 1 - 50 of 85