screwfromjoint Computer Vision Model
How to use the screwfromjoint 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="screwfromjoint-efyms/1")Or, Use Free Screw, Noscrew and Sidescrew 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": "screw, noscrew, sidescrew"
},
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 screwfromjoint Model
Here are a few use cases for this project:
-
Manufacturing Quality Control: This model can be used on factory assembly lines to monitor and classify screws used in producing items such as electronics or furniture. It's helpful in catching any deviation from the standard screw type that could potentially impact the overall product quality.
-
Hardware Retail Industry: The model could be applied in hardware stores to simplify the process of stock taking and organizing various types of screws. It might also help customers find exact replacement parts in stores equipped with customer-facing AI.
-
Electronics Repairs: Technical specialists or DIY enthusiasts could use this computer vision model to identify the type of screws while dismantling electronic devices, ensuring that they have the proper replacement parts and tools.
-
Robotics and Machine Building: Engineers and robotics hobbyists might use the model to assist in identifying and selecting appropriate screws for various parts of their projects, enhancing precision and efficiency.
-
Education and Training: The model may serve as a training tool in vocational and technical institutions, teaching students how to identify different types of screws and where they're likely to be used in industrial applications.
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{ screwfromjoint-efyms_dataset,
title = { screwfromjoint Dataset },
type = { Open Source Dataset },
author = { gimbap brain },
howpublished = { \url{ https://universe.roboflow.com/gimbap-brain/screwfromjoint-efyms } },
url = { https://universe.roboflow.com/gimbap-brain/screwfromjoint-efyms },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2025 },
month = { jun },
note = { visited on 2026-07-29 },
}