Expert OCR Developer Needed for Receipt Recognition with Google Cloud and OpenAI
Budget: $750 – $1,500 USD
Seeking Expert OCR Developer for Receipt Recognition Algorithm Using Google Cloud and OpenAI
Hello Freelancers,
I am looking for an experienced developer to create a highly accurate receipt recognition and data extraction algorithm using OCR technologies. The algorithm will utilize Google Cloud Vision API and OpenAI API for data validation and will be developed in Python. The final solution should be easily integratable with backend systems built on Node.js and frontend frameworks such as React, Vue, and Nuxt.js.
Project Requirements:
Expertise in OCR and Machine Learning:
- Extensive experience with Optical Character Recognition (OCR) technologies.
- Proficiency in using Google Cloud Vision API for accurate text extraction from receipts.
- Experience with machine learning techniques for improving data extraction accuracy.
Data Validation:
- Utilize OpenAI API for validating extracted data and correcting inconsistencies.
- Implement manual validation features for data accuracy by administrators or managers.
Python Development:
- Develop the core algorithm in Python, ensuring high performance and accuracy.
- Write clean, maintainable, and well-documented code.
Integration Capabilities:
- Ensure the algorithm is integratable with Node.js backend systems.
- Provide APIs or modules that can be easily used with frontend frameworks such as React, Vue, and Nuxt.js.
Database and Hosting:
- Experience with databases like MySQL or MongoDB for storing extracted data.
- Familiarity with deploying solutions on cloud platforms like Google Cloud Platform.
User Interface:
- Collaborate on the development of a user-friendly interface for uploading receipts and reviewing extracted data.
- Implement functionalities for manual review and correction of the extracted data.
Desired Skills:
Strong background in Computer Vision and Image Processing.
Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch, OpenCV).
Experience with Node.js and frontend frameworks (React, Vue, Nuxt.js).
Knowledge of API development and integration.
Familiarity with cloud services (Google Cloud Platform) and data protection best practices.
Deliverables:
Fully functional receipt recognition and data extraction algorithm in Python.
Comprehensive documentation for the algorithm and its integration with other systems.
Support for initial implementation, testing, and troubleshooting.
How to Apply:
If you have the expertise and experience to develop this advanced algorithm, please apply with:
- A brief overview of your relevant experience and skills.
- Examples of similar projects you have completed.
- Your proposed approach and timeline for this project.
- Your rate and estimated cost for the entire project.
I am looking forward to working with a talented developer who can deliver a high-quality solution. Thank you!
Best regards,
B.P.
Hello Freelancers,
I am looking for an experienced developer to create a highly accurate receipt recognition and data extraction algorithm using OCR technologies. The algorithm will utilize Google Cloud Vision API and OpenAI API for data validation and will be developed in Python. The final solution should be easily integratable with backend systems built on Node.js and frontend frameworks such as React, Vue, and Nuxt.js.
Project Requirements:
Expertise in OCR and Machine Learning:
- Extensive experience with Optical Character Recognition (OCR) technologies.
- Proficiency in using Google Cloud Vision API for accurate text extraction from receipts.
- Experience with machine learning techniques for improving data extraction accuracy.
Data Validation:
- Utilize OpenAI API for validating extracted data and correcting inconsistencies.
- Implement manual validation features for data accuracy by administrators or managers.
Python Development:
- Develop the core algorithm in Python, ensuring high performance and accuracy.
- Write clean, maintainable, and well-documented code.
Integration Capabilities:
- Ensure the algorithm is integratable with Node.js backend systems.
- Provide APIs or modules that can be easily used with frontend frameworks such as React, Vue, and Nuxt.js.
Database and Hosting:
- Experience with databases like MySQL or MongoDB for storing extracted data.
- Familiarity with deploying solutions on cloud platforms like Google Cloud Platform.
User Interface:
- Collaborate on the development of a user-friendly interface for uploading receipts and reviewing extracted data.
- Implement functionalities for manual review and correction of the extracted data.
Desired Skills:
Strong background in Computer Vision and Image Processing.
Proficiency in Python and relevant libraries (TensorFlow, Keras, PyTorch, OpenCV).
Experience with Node.js and frontend frameworks (React, Vue, Nuxt.js).
Knowledge of API development and integration.
Familiarity with cloud services (Google Cloud Platform) and data protection best practices.
Deliverables:
Fully functional receipt recognition and data extraction algorithm in Python.
Comprehensive documentation for the algorithm and its integration with other systems.
Support for initial implementation, testing, and troubleshooting.
How to Apply:
If you have the expertise and experience to develop this advanced algorithm, please apply with:
- A brief overview of your relevant experience and skills.
- Examples of similar projects you have completed.
- Your proposed approach and timeline for this project.
- Your rate and estimated cost for the entire project.
I am looking forward to working with a talented developer who can deliver a high-quality solution. Thank you!
Best regards,
B.P.