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Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

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Related Objects of Interest:

hole stain slub bed cheese

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

# 4. Get your results
print(result)

Top Yarn Datasets and Models

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

Related Objects of Interest:

hole stain slub bed cheese

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 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

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

Gold Metaclip Merged B Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged B Release Test

by SA-Co Gold Dataset

606 images

avocado bag ball bed board body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap car

Gold Metaclip Merged A Release Test project thumbnail

Instance Segmentation

Gold Metaclip Merged A Release Test

by SA-Co Gold Dataset

606 images

airplane avocado bag ball bed belt body bottle bowl box broccoli building butterfly button cabinet cable cake camera candy cap

Fabric defect detection P3 project thumbnail

Object Detection

Fabric defect detection P3

by Pulak Deb Roy

1

1.91k images

Hole Knot-slub Spot Thick-Missing yarn

test project thumbnail

Object Detection

test

by Fabric defect

308 images5

Dust knit Fly conta Hole Long Loop Lycra out Oil spot Setup Slub Yarn missing

SegmentDefectDetectionV2 project thumbnail

Object Detection

SegmentDefectDetectionV2

by PH

99 images1

Bugs MissGrip NotFullRim OilStains ThickRubber WhiteScratch WrinkledFabric Yarn

DefectModelNeotex project thumbnail

Object Detection

DefectModelNeotex

by PH

744 images1

Bugs DisContinuous Others PreFabric RubberCrumb ThickRubber WrinkledFabric Yarn

Fabric Defect project thumbnail

Object Detection

Fabric Defect

by TDS Softlink

36 images

hole foreign yarn missing yarn objects slub spot thick yarn

fabric project thumbnail

Object Detection

fabric

1

261 images3 models11

Broken needle Broken yarn Crease Hole Scratch Slub Stain Wrong yarn

fabric-defects4 project thumbnail

Object Detection

fabric-defects4

29 images

Stain or Spot Defect Yarn Defect

BUI_Defects project thumbnail

Object Detection

BUI_Defects

by fg

403 images1

stain Defect yarn

fabric-defects2 project thumbnail

Object Detection

fabric-defects2

178 images

Stain or Spot Defect Unlabeled Yarn Defect

fabric project thumbnail

Object Detection

fabric

15k images

hole Fly Yarn Needle Broken Set off oil spot

AITEX - YOLOv8 - 07 Classes project thumbnail

Object Detection

AITEX - YOLOv8 - 07 Classes

by Aitex Data Set waiandt

643 images2

002 - Broken End 006 - Broken Yarn 010 - Broken Pick 016 - Weft Curling 019 - Fuzzyball 022 - Cut Selvage 023 - Crease

fabric-defect-detection project thumbnail

Object Detection

fabric-defect-detection

749 images2 models

hole broken button button hike classes colour defect foreign yarn sewing error

fabric_blue project thumbnail

Object Detection

fabric_blue

by phuongnguyenngoc126

93 images

0 Stain error yarn

Textile Defect Detection project thumbnail

Object Detection

Textile Defect Detection

by Cinthya Rosales

254 images1 model2

broken end broken pick broken yarn contamination crease cut selvage fuzzy ball knot nep warp ball weft crack weft curling

Abiz project thumbnail

Object Detection

Abiz

by PH

328 images1

Fabric Defect Detection project thumbnail

Object Detection

Fabric Defect Detection

by Vanshika WorkSpace

1

65 images

Hole Missed Yarn Normal Stain Uneven Yarn

V6 new project thumbnail

Object Detection

V6 new

by Fabric defect

689 images6

Dust knit Fly conta Hole Long Loop Lycra out Oil spot Setup Slub Yarn missing

Merchants project thumbnail

Object Detection

Merchants

650 images

Camel Iron Ivory Painting Pearl Rubber Ruby Statue Velvet Wood Yarn

Defect Detection project thumbnail

Object Detection

Defect Detection

1.25k images9 models

hole stain yarn missing

Textile project thumbnail

Object Detection

Textile

1.73k images

stain Irregular hole Round hole Yarn pull tear color_spot foreign_object horizontal line horizontal_streak knot mis_pick oil_line slub_line warp_line weft_line

fabric_defect_detection project thumbnail

Object Detection

fabric_defect_detection

by Fabric Defect

295 images3 models

Broken Pick Defect Free Foreign Yarn Hole Knot Line Mark Net Slub Spot Stain

yarn tail detection project thumbnail

Object Detection

yarn tail detection

85 images

stain no stain nostain yarn tail detection - v1 2025-09-13 8:10pm yolo

Final P3 - 1 project thumbnail

Object Detection

Final P3 - 1

by Pulak Deb Roy

405 images

Hole defect Knot-Slub defect Spot defect Yarn defect

AITEX_Completo project thumbnail

Object Detection

AITEX_Completo

77 images2

002 - Broken End 006 - Broken Yarn 010 - Broken Pick 016 - Weft Curling 019 - Fuzzyball 022 - Cut Selvage 023 - Crease 025 - Warp Ball 027 - Knots 029 - Contamination 030 - Nep 036 - Weft Crack

My First Project project thumbnail

Object Detection

My First Project

by LVRP Dataset

299 images2 models

Contamination Double yarn Holes Stain Unsmoothedges Weaving White lines misprint

fabric-defects-doublemix45 project thumbnail

Object Detection

fabric-defects-doublemix45

52 images

Stain or Spot Defect Yarn Defect

YOLO v6 test project thumbnail

Object Detection

YOLO v6 test

by Fabric defect

291 images6

Dust knit Fly conta Hole Long Loop Lycra out Oil spot Setup Slub Yarn missing

My First Project project thumbnail

Object Detection

My First Project

by Phanis Workspace

35 images

hole Fly yarn knots press-off spot

Graduation Project project thumbnail

Instance Segmentation

Graduation Project

by Graduation Project

5.11k images

0 1 2 Staining Tear defect Yarn displacement defect defects

DETECT GREEN(1) project thumbnail

Object Detection

DETECT GREEN(1)

by phuongnguyenngoc126

129 images

stain 0 FAS yarn

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

yarn tail detection project thumbnail

Object Detection

yarn tail detection

692 images

yarn-tail-missing yarn-tail-present

My First Project project thumbnail

Object Detection

My First Project

305 images1 model

Bed Brick Coin Grass Litter Mouse Player Special Spray Terrain Tower Yarn

Detect XANH project thumbnail

Object Detection

Detect XANH

by phuongnguyenngoc126

381 images

fabric project thumbnail

Object Detection

fabric

261 images1 model1

Broken needle Broken yarn Crease Hole Scratch Slub Stain Wrong yarn

Barn-Items project thumbnail

Object Detection

Barn-Items

by TownshipProject

73 images1 model

bread butter carrot cheese cookie corn cotton dress egg jacket milk paper potato shirt strawberry sugar tomato wheat yogurt bagel

fabric-defects project thumbnail

Object Detection

fabric-defects

167 images1 model

Stain or Spot Defect Unlabeled Yarn Defect

FoodNet-QC project thumbnail

Object Detection

FoodNet-QC

by openCV+YOLO8

99 images

Dirt Yarn cut broken_strand-miss_stitch-knot miss Stitch

DETECT GREEN project thumbnail

Object Detection

DETECT GREEN

by phuongnguyenngoc126

338 images1 model

stain 0 FAS yarn

Training data for paper project thumbnail

Object Detection

Training data for paper

by Pulak Deb Roy

1.34k images

Hole Knot-slub Spot Thick-Missing yarn

AITEX - YOLOv8 project thumbnail

Object Detection

AITEX - YOLOv8

by Aitex Data Set waiandt

868 images13

002 - Broken End 006 - Broken Yarn 010 - Broken Pick 016 - Weft Curling 019 - Fuzzyball 022 - Cut Selvage 023 - Crease 025 - Warp Ball 030 - Nep

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