CAPTCHA images Computer Vision Project

CAPTCHA solver

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Description

Here are a few use cases for this project:

  1. Improved CAPTCHA Technologies: Use the model to implement more sophisticated and advanced CAPTCHA for online platforms. It would help in distinguishing humans and bots, leading to better system security.

  2. Data Entry Automation: Deploying this model can help automate data entry processes by decoding CAPTCHA-like handwritten or printed text to digital text.

  3. Digital Archive Transcription: The model can be used to transcribe historical documents or books, which often feature letterings that resemble the jumbled nature of CAPTCHA images, into a digital format.

  4. Improving Optical Character Recognition (OCR) Systems: This model could serve as a training tool for improving OCR systems in recognizing unconventional or distorted characters that often appear in CAPTCHA images.

  5. Assisting Visually Impaired: Develop assistive technologies that could help visually impaired users navigate by converting printed text (that might be in CAPTCHA form due to print deformities) into speech or braille.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            captcha-images_dataset,
                            title = { CAPTCHA images Dataset },
                            type = { Open Source Dataset },
                            author = { CAPTCHA solver },
                            howpublished = { \url{ https://universe.roboflow.com/captcha-solver/captcha-images } },
                            url = { https://universe.roboflow.com/captcha-solver/captcha-images },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-11-23 },
                            }
                        
                    

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