Universe

Project LIPAD Model V3 Computer Vision Model

byAngelos WorkspaceTask:
Instance Segmentation
License:CC BY 4.0

How to use the Project LIPAD Model V3 Segmentation API

Try This Model

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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="angelos-workspace-8hko8/project-lipad-model-v3-1-yolo11n-seg-t1")
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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": "crack, dent, corrosion"
  },
  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 10k imagesProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing dentProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing dentProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crackProject LIPAD Model V3 Project-LIPAD-Model-V3 sample showing crack

About Project LIPAD Model V3 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{ project-lipad-model-v3_dataset,
  title = { Project LIPAD Model V3 Dataset },
  type = { Open Source Dataset },
  author = { Angelos Workspace },
  howpublished = { \url{ https://universe.roboflow.com/angelos-workspace-8hko8/project-lipad-model-v3 } },
  url = { https://universe.roboflow.com/angelos-workspace-8hko8/project-lipad-model-v3 },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2026 },
  month = { jul },
  note = { visited on 2026-07-29 },
}

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