Universe

Intel Use Case Computer Vision Model

byTest RunTask:
Instance Segmentation
License:CC BY 4.0

How to use the Intel Use Case 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="intel-use-case-jusdl/1")
Give your agent everything it needs

Or, Use Free Connector defect, Cracks and chips on the BGA chip and Oxides on BGA chips 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": "Connector defect, Cracks and chips on the BGA chip, Oxides on BGA chips, Oxides on SMD components, PCB"
  },
  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 86 imagesIntel Use Case PCB sample showing Short circuit on the SMD componentIntel Use Case PCB sample showing Short circuit on the SMD componentIntel Use Case PCB sample showing Oxides on BGA chipsIntel Use Case PCB sample showing Short circuit on the SMD componentIntel Use Case PCB sample showing Short circuit on the SMD componentIntel Use Case PCB sample showing Cracks and chips on the BGA chipIntel Use Case PCB sample showing Oxides on SMD componentsIntel Use Case PCB sample showing Oxides on BGA chipsIntel Use Case PCB sample showing Cracks and chips on the BGA chip, Oxides on SMD componentsIntel Use Case PCB sample showing Cracks and chips on the BGA chipIntel Use Case PCB sample showing Short circuit on the SMD componentIntel Use Case PCB sample showing Short circuit on the SMD component

About Intel Use Case 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{ intel-use-case-jusdl_dataset,
  title = { Intel Use Case Dataset },
  type = { Open Source Dataset },
  author = { Test Run },
  howpublished = { \url{ https://universe.roboflow.com/test-run-s13my/intel-use-case-jusdl } },
  url = { https://universe.roboflow.com/test-run-s13my/intel-use-case-jusdl },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2025 },
  month = { jan },
  note = { visited on 2026-07-29 },
}

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