Simple Checkmark Detection - ML & DL Project
Budget: $30 – $250 USD
Project Description:
I am looking for a machine learning and deep learning expert to help me with a simple checkmark detection project. The project involves detecting handwritten checkmarks on forms, extracting texts as well as create a structured dataset out of the form for later to perform EDA and reporting
Skills and Experience:
- Strong knowledge and experience in machine learning and deep learning algorithms
- Proficiency in programming languages such as Python and TensorFlow, PyTorch, AWS Textract, OpenCV, Pytesseract, Tesseract OCR
- Experience in image processing and computer vision
- Familiarity with training and deploying models for object detection
- Ability to handle large datasets and implement data augmentation techniques
Project Requirements:
Checkmark Format: Handwritten
Document Type: Forms
Number of Checkmarks: The number of checkmarks per document will vary depending on the type of form.
Deliverables:
- Develop and train a deep learning model for checkmark detection
- Implement a pipeline for preprocessing and post-processing of images
- Test and optimize the model for accuracy and efficiency
- Provide a detailed report of the methodology and results
If you have experience in checkmark detection and are confident in your machine learning and deep learning skills, please submit your proposal.
I am looking for a machine learning and deep learning expert to help me with a simple checkmark detection project. The project involves detecting handwritten checkmarks on forms, extracting texts as well as create a structured dataset out of the form for later to perform EDA and reporting
Skills and Experience:
- Strong knowledge and experience in machine learning and deep learning algorithms
- Proficiency in programming languages such as Python and TensorFlow, PyTorch, AWS Textract, OpenCV, Pytesseract, Tesseract OCR
- Experience in image processing and computer vision
- Familiarity with training and deploying models for object detection
- Ability to handle large datasets and implement data augmentation techniques
Project Requirements:
Checkmark Format: Handwritten
Document Type: Forms
Number of Checkmarks: The number of checkmarks per document will vary depending on the type of form.
Deliverables:
- Develop and train a deep learning model for checkmark detection
- Implement a pipeline for preprocessing and post-processing of images
- Test and optimize the model for accuracy and efficiency
- Provide a detailed report of the methodology and results
If you have experience in checkmark detection and are confident in your machine learning and deep learning skills, please submit your proposal.