Universe

Surface Defect V2 Computer Vision Model

bysurfacedefectdetectiondatasetTask:
Object Detection
License:CC BY 4.0137 views6 downloads

How to use the Surface Defect V2 Detection API

Try This Model

Drop an image here or click to upload

Or try a test image 

Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="surface-defect-v2/1")
Give your agent everything it needs

Or, Use Free Horizontal Defect and Vertical Defect Detection API

Powered by general detection model

Code
pip install inference-sdk
# 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": "Horizontal Defect, Vertical Defect"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 140 imagesSurface Defect V2 Defect sample showing Horizontal Defect, Vertical DefectSurface Defect V2 Defect sample showing Horizontal Defect, Vertical DefectSurface Defect V2 Defect sample showing Horizontal DefectSurface Defect V2 Defect sample showing Horizontal DefectSurface Defect V2 Defect sample showing Horizontal Defect, Vertical DefectSurface Defect V2 Defect sample showing Horizontal DefectSurface Defect V2 Defect sample showing Horizontal DefectSurface Defect V2 Defect sample showing Horizontal Defect, Vertical DefectSurface Defect V2 Defect sample showing Horizontal DefectSurface Defect V2 Defect sample showing Horizontal Defect, Vertical DefectSurface Defect V2 Defect sample showing Vertical DefectSurface Defect V2 Defect sample showing Horizontal Defect, Vertical Defect

About Surface Defect V2 Model

A description for this project has not been published yet.

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ surface-defect-v2_dataset,
  title = { Surface Defect V2 Dataset },
  type = { Open Source Dataset },
  author = { surfacedefectdetectiondataset },
  howpublished = { \url{ https://universe.roboflow.com/surfacedefectdetectiondataset/surface-defect-v2 } },
  url = { https://universe.roboflow.com/surfacedefectdetectiondataset/surface-defect-v2 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2022 },
  month = { dec },
  note = { visited on 2026-07-29 },
}

Similar Projects

See More