cracks detection Computer Vision Model
How to use the cracks detection Detection API
Try This Model
Drop an image here or click to upload
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="cracks-detection-xtbn8/4")Or, Use Free Crack Detection API
Powered by general detection model
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"
},
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
About cracks detection Model
Here are a few use cases for this project:
-
Infrastructure Maintenance: This model can be used by city councils or construction teams to identify cracks in infrastructure such as bridges, buildings, roads, tunnels etc., facilitating timely repairs and enhancing public safety.
-
Geological Studies: Geologists might use the model to analyze rock formations, landslide susceptibility or potential earthquake faults, assisting in the prediction and mitigation of natural disasters.
-
Art Restoration & Archaeology: The model could assist in detecting cracks in artworks, historical monuments, or archaeological artifacts, thereby aiding in delicate restoration tasks.
-
Manufacturing Industry: In quality control processes, particularly in industries such as glassware, ceramics or metals, the model can find minute cracks in products avoiding the circulation of defective goods.
-
Aerospace & Automotive: The model can be used in the periodic inspection of aircrafts, vehicles or their parts for any crack development, thereby ensuring safety and durability.
Tell the agent what you want to build.
Cite This Project
LicenseCC BY 4.0If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ cracks-detection-xtbn8_dataset,
title = { cracks detection Dataset },
type = { Open Source Dataset },
author = { ENIM },
howpublished = { \url{ https://universe.roboflow.com/enim-sppgm/cracks-detection-xtbn8 } },
url = { https://universe.roboflow.com/enim-sppgm/cracks-detection-xtbn8 },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { jun },
note = { visited on 2026-07-29 },
}