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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:

knot stain crack scratch contamination

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

# 4. Get your results
print(result)

Search Results for class:defect-hole

Related Objects of Interest:

knot stain crack scratch contamination

finalrun project thumbnail

Object Detection

finalrun

4

4.08k images1 model58

defect hole 0 BDiagonal BHorizontal BThreadOut BThreadOut2 BVertical Contamination Dirty spot FabricA FabricB FabricC FabricD FabricE Hole Miss loop Needle drop Needle mark Oil Spot

Defective Products project thumbnail

Object Detection

Defective Products

2

132 images2 models

defect Hole Knot Stain broken_stitching skipped_stitching

Fabric Defect detection project thumbnail

Fabric Defect detection

1

2.72k images1 model

hole stain Vertical defect free horizontal lines

YOLO Object Detection - Existing Data project thumbnail

Object Detection

YOLO Object Detection - Existing Data

1

68 images1 model

defect Hole Knot broken_stitching skipped_stitching

HTbei-24107 project thumbnail

Object Detection

HTbei-24107

1

8.36k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6-print

飞机蒙皮 project thumbnail

Object Detection

飞机蒙皮

by

1

111 images4

Abnormal seams Paint off Rivet abnormality Scratches corrode crack defect hole defect

d.s.d bag holes finder project thumbnail

Object Detection

d.s.d bag holes finder

1

705 images3 models25

defect Hole Scratch Stain a dechire pli trou

Defect Detection project thumbnail

Instance Segmentation

Defect Detection

by Faris Irshad Defect Detection

1

2.25k images3 models8

dent hole object scratch black-marker corner-defect side-defect

coffee-bean-segment project thumbnail

Instance Segmentation

coffee-bean-segment

by Coffees Workspace

1

12.9k images

crack defect elephant hole triangle black dark fade mod seek seekfoi

yolo fabric defect detector project thumbnail

Object Detection

yolo fabric defect detector

by Projectcollege

896 images1 model28

defect hole objects oil_spot thread_error

fabric defect project thumbnail

Object Detection

fabric defect

by marwa sakhreya

398 images29

hole defect horizntal defect vertical defect

通达 project thumbnail

Object Detection

通达

by General Model

1.32k images

Defect Hole Other defects large Other defects minor adhesive tape dust largedefect largewaterdrop smalldefect smallwaterdrop waterdroplines

satusatuempat 2 project thumbnail

Object Detection

satusatuempat 2

2.63k images1 model16

hole melting-abstract melting-md melting-td menthol menthol-kerak moustaches not-defect not-defect-break not-defect-camerror not-defect-flex not-defect-partikel oildrop oilspray

YZ_QZ project thumbnail

Object Detection

YZ_QZ

2.04k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect

LV CR2 DATASET project thumbnail

Object Detection

LV CR2 DATASET

by LVRP Dataset

701 images2 models

Contamination Double yarn Hole Lines Logo defect Misprint Stain Weaving

irvin-andersen project thumbnail

Object Detection

irvin-andersen

by Kongu Engineering College

1.37k images1 model1

hole defect horizntal defect vertical defect

TD_New BK project thumbnail

Object Detection

TD_New BK

by TD

2.91k images

0-water 1-hole 10-diamond water 11-white water 12-dark water 13-water chain 14_small water 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6_small_ln 7-big water 8-mid water 9-drop water

labeled-raw project thumbnail

Object Detection

labeled-raw

by projectdefect

66 images

defect 0 1 15 16 17 2 3 4 5 dent mark leather cut pin hole vein mark

Wooden project thumbnail

Object Detection

Wooden

by Research Wood

92 images

Crack Hole Insect Damage Knot Nail Damage Paint Damage Scratch Stain Wood Defect Wood Filling Damage objects

25047 project thumbnail

Object Detection

25047

by Achen Vietnam

1.32k images

0-Hole 1-Cut 2-Small Defect 3-Big Defect 4-Black Point 901-Water 902-Non Defect 903-Print 905-Midline

Fabric Hole 2 project thumbnail

Object Detection

Fabric Hole 2

404 images1 model

Fabric_Hole Hole-defect

TD_New project thumbnail

Object Detection

TD_New

by TD

2.64k images

1-hole 10-diamond water 11-white water 12-dark water 13-water chain 14_small water 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6_small_ln 7-big water 8-mid water 9-drop water

fabric_yolo project thumbnail

Object Detection

fabric_yolo

1k images

hole metal black color cut thread weft-direction defect

suchki-u project thumbnail

Instance Segmentation

suchki-u

157 images1 model1

crack defect hole knot rot spot whormhole

pass_test project thumbnail

Object Detection

pass_test

250 images

0 0-water 1 1-hole 2 2-big defect 3 3-small defect 4-big non-defect 5-small non-defect 6-print

AI ROTER project thumbnail

Object Detection

AI ROTER

by Muazam Saeed

310 images1 model

crack 0 Bearing Crease Crescent Gap Defect Engineering Inclusion Oil Spot Oil Spot\Punching Hole Rolled Pit Water Spot Welding Line \b

TD 2 project thumbnail

Object Detection

TD 2

by TD

2.55k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6_small_ln

print board project thumbnail

Object Detection

print board

by

693 images2

contact hole defect defect of conductor defect of conductor 2 extra conductor opened circuit short circuit

HengT project thumbnail

Object Detection

HengT

3.38k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6-scratch

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

retraining project thumbnail

Object Detection

retraining

2.4k images

0-water 1-hole 10-diamond water 11-water droplet 12-water droplets 13_small water 14_huge_water_droplet 15_stain_water 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6-big water 7-mid water 8-dark water 9-white water

vgg project thumbnail

Object Detection

vgg

1.75k images

hole scratch loose thread pinhole small hole spot stitch defect

HT 3 project thumbnail

Object Detection

HT 3

by zzb

1.48k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect

Fabric defect project thumbnail

Object Detection

Fabric defect

531 images2 models2

defect hole label paint staple

Weding detection project thumbnail

Object Detection

Weding detection

by welding defect detection

84 images

crack Burn Through concavity excass incons Start-Stop lack of fusion pin hole porosity slag undercut underfill welding-defect

Atharwa Foundries project thumbnail

Object Detection

Atharwa Foundries

by CareGroupYOLO

30 images

hole Defect-Detection bump

textile project thumbnail

Object Detection

textile

293 images2

defect hole clothdamage creasemark handling stain horizontal line knot stretch threadremove verticalline

QC CAM project thumbnail

Object Detection

QC CAM

by QC

163 images3 models

Bend Corner Defect Hole Notch

Dent_Hole_Scartch_Detection project thumbnail

Object Detection

Dent_Hole_Scartch_Detection

140 images

dent hole scratch Defects No-Defect

ofs1010 project thumbnail

Object Detection

ofs1010

2.64k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect

PLKP project thumbnail

Object Detection

PLKP

by FirstProject

153 images

HT_24107 project thumbnail

Object Detection

HT_24107

3.45k images

0-water 1-hole 2-big defect 3-small defect 4-big non-defect 5-small non-defect 6-print

good+bad project thumbnail

Instance Segmentation

good+bad

by Coffees Workspace

21.8k images

crack defect elephant hole triangle A AA AAA B C wash Dry Honey Peaberry black dark fade mod seek seekfoi wash

lathin1 project thumbnail

Object Detection

lathin1

75 images

crack defect hole drill hole

defective-products-highres project thumbnail

Object Detection

defective-products-highres

by Rungrueangs Workspace

132 images

defect Hole Knot Stain broken_stitching skipped_stitching

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