by saran
Copy of Certificate Analyzer
import logging
from gunicorn.app.base import BaseApplication
from app_init import create_initialized_flask_app
# Setup logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
# Flask app creation should be done by create_initialized_flask_app to avoid circular dependency problems.
app = create_initialized_flask_app()
class StandaloneApplication(BaseApplication):
def __init__(self, app, options=None):
self.application = app
self.options = options or {}
super().__init__()
def load_config(self):
# Apply configuration to Gunicorn
for key, value in self.options.items():
if key in self.cfg.settings and value is not None:
self.cfg.set(key.lower(), value)
def load(self):
Created: | Last Updated:
Here's a step-by-step guide for using the Certificate Analyzer template:
Introduction
The Certificate Analyzer is a web application that allows users to upload and analyze course certificates to identify the course type. This template provides a user-friendly interface for uploading certificate images or PDFs, and uses advanced AI to determine the course type from the uploaded document.
Getting Started
To begin using this template:
- Click the "Start with this Template" button in the Lazy Builder interface.
Test the Application
Once you've started with the template:
- Click the "Test" button in the Lazy Builder interface.
- The application will begin deployment, and the Lazy CLI will appear.
Using the Certificate Analyzer
After the application has been deployed:
- Lazy will provide you with a dedicated server link to access the web interface.
- Open this link in your web browser to use the Certificate Analyzer.
The web interface allows you to:
- Upload certificate files (PDF, JPG, or PNG formats)
- View a preview of the uploaded certificate
- Analyze the certificate to determine the course type
Here's how to use the application:
- Drag and drop your certificate file into the designated area, or click to browse and select a file.
- Once a file is uploaded, you'll see a preview of the certificate.
- Click the "Analyze Certificate" button to process the document.
- The application will display the analysis result, showing the detected course type.
Integration (Optional)
This application can be integrated into other systems that require certificate analysis. To do this, you can use the /analyze
endpoint provided by the application.
Here's a sample request to the API:
```python import requests
url = "YOUR_SERVER_LINK/analyze" files = {"file": open("path_to_your_certificate.pdf", "rb")}
response = requests.post(url, files=files) result = response.json()
print(result) ```
Sample response:
json
{
"course_type": "Advanced Machine Learning"
}
Replace YOUR_SERVER_LINK
with the actual server link provided by Lazy after deployment.
By following these steps, you'll be able to use the Certificate Analyzer template to analyze course certificates and integrate this functionality into your own applications if needed.
Here are 5 key business benefits for this Certificate Analyzer template:
Template Benefits
-
Automated Certificate Verification: Streamlines the process of verifying and categorizing educational certificates, saving time and reducing manual effort for HR departments and educational institutions.
-
Improved Hiring Efficiency: Enables recruiters to quickly validate candidates' qualifications, speeding up the hiring process and ensuring applicants have the required certifications for specific roles.
-
Fraud Detection: Helps identify potentially fraudulent certificates by comparing uploaded documents against known course types and formats, enhancing the integrity of credential verification.
-
Data-Driven Insights: Collects and analyzes data on certificate types and frequencies, providing valuable insights into popular courses and trends in professional development or education.
-
Scalable Document Processing: Offers a scalable solution for processing large volumes of certificates, making it ideal for educational institutions, professional associations, or large corporations managing employee certifications.