Universe

Fracture Identification Computer Vision Model

byliangTask:
Instance Segmentation
License:CC BY 4.0

How to use the Fracture Identification Segmentation 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="fracture-identification-qbzso/5")
Give your agent everything it needs

Or, Use Free Drill bit penetration marks, Image stitching line and Mud 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": "Drill bit penetration marks, Image stitching line, mud, Sine-shaped fissure, Texture"
  },
  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 10 imagesFracture Identification Texture sample showing Sine-shaped fissure, TextureFracture Identification Texture sample showing Image stitching line, TextureFracture Identification Texture sample showing Image stitching line, Sine-shaped fissure, Texture, mudFracture Identification Texture sample showing Image stitching line, TextureFracture Identification Texture sample showing Drill bit penetration marks, Sine-shaped fissure, TextureFracture Identification Texture sample showing Image stitching line, TextureFracture Identification Texture sample showing Sine-shaped fissure, TextureFracture Identification Texture sample showing Image stitching line, TextureFracture Identification Texture sample showing Image stitching line, TextureFracture Identification Texture sample showing Image stitching line, mud

About Fracture Identification 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{ fracture-identification-qbzso_dataset,
  title = { Fracture Identification Dataset },
  type = { Open Source Dataset },
  author = { liang },
  howpublished = { \url{ https://universe.roboflow.com/liang-ek2sg/fracture-identification-qbzso } },
  url = { https://universe.roboflow.com/liang-ek2sg/fracture-identification-qbzso },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2025 },
  month = { sep },
  note = { visited on 2026-07-29 },
}

Similar Projects

See More