Image Deskewing & Alignment with OpenCV

Hi there, I checked your requirements and guarantee you that i have relevant experience in Python,ml and data science it's gonna be done within the highest quality . Let's contact via chat so that I can start work immediately

I am confident that my extensive experience in Python and proficiency with OpenCV make me the top candidate for your image deskewing and alignment project. Having worked on numerous machine learning, deep learning, and data analysis projects, I have a comprehensive understanding of image processing and the specific nuances associated with scanned documents. This not only enables me to approach your project skillfully but also execute it with precision, ensuring high-quality output quickly. To better serve you, I propose to start by offering the lowest bid possible while never compromising on quality. Because your satisfaction matters most, my payment policy prioritizes excellence where you will only pay after you are completely satisfied with the results - no risks for you at all. In conclusion, partnering with me guarantees not only a timely delivered, reliable Python script using OpenCV but also comprehensive communication throughout our collaboration. Let's get this done right the first time!

Hi, I am proficient in Python and OpenCV. I can deliver a high-quality script for deskewing and aligning your images within the hour for your fixed budget. Ready to start immediately.

I have extensive experience in Python and OpenCV, specializing in image processing and document alignment. I have carefully reviewed your project requirements and am confident in my ability to deliver exceptional results. Let's discuss further to ensure we achieve the best outcome for your scanned documents. Looking forward to collaborating with you, Sourabh S.

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As someone who has extensive experience developing with both Python and OpenCV, I'm confident that I am the right fit for your project. My understanding of image processing combined with my capacity to process scanned documents will help me create a customized script that perfectly suits your needs. Additionally, my background in Java and JavaScript allows me to approach problems from multiple angles, ensuring I deliver optimal solutions every time. Notably, I have been an active contributor to the open-source community, including a project where I showcased secure image encryption using libsodium-compatible crypto libraries. This demonstrates not only my familiarity with diverse tools but also my commitment to creating high-quality, efficient code which is crucial for projects within rapid turnover periods like yours. Finally, my ability to develop scalable, secure applications complemented by my clean coding practices will ensure that the final script is not only effective but also future-proof. I understand the importance of timeliness in delivering projects and will work tirelessly to make sure you have the final script well-within your deadline. Consider this pitch as the first step towards an exceptional project delivery!

Purpose The script aims to correct the skew in scanned document images and align them properly for readability or further processing. The Hough Line Transform method identifies straight lines in the image, which are used to calculate the skew angle. Angle Calculation and Deskewing: By analyzing the angles of the detected lines, the script calculates the median angle of skew. The image is rotated based on this angle to achieve proper alignment. Save the Output: The deskewed and aligned image is saved to the specified output path. Usage The script is simple to use: Specify the path to the input scanned document. Provide a filename or path for the output deskewed document. Run the script, and it automatically processes the document. Error Handling If the input image cannot be loaded, the script notifies the user. It also handles cases where no lines are detected, which might occur with low-quality or blank images. Expected Outcome The output is a well-aligned, deskewed version of the input scanned document, ready for use in workflows like OCR, archiving, or printing. Let me know if you need refinements or additional functionality (e.g., batch processing, handling rotated text).

Hello, I’m an experienced Python developer with a strong background in OpenCV and image processing. I can deliver a robust script to deskew, align, and rotate scanned documents within the specified budget and timeline. I have worked on similar tasks involving OpenCV and NumPy, ensuring efficient and accurate results. You can expect high-quality, well-documented code tailored to your requirements. I am confident in delivering this project within an hour of assignment. Looking forward to collaborating and addressing your needs.