Let’s be honest: Captchas are the "speed bumps" of the internet. They break automation, frustrate developers, and slow down research. We spent the about 2 to 3hrs building a Neural Text Classifier specifically designed to "see" through noise. It doesn't just read text; it detects, cleans, and classifies characters from Captcha images with [Insert your Accuracy, e.g., 98%] accuracy. Best part is just bloody open sourcing? Because the best innovation happens when we stop gatekeeping. The Tech Stack: 🔹 Vision: OpenCV for image preprocessing (de-noising & thresholding). 🔹 Model: CNN-based Text Classifier for high-speed inference. 🔹 Impact: Instant integration for web scraping, automated testing, and accessibility research. We are opening the repo today for the community to break it, build on it, and make it better. 👇 GET THE CODE HERE: [https://github.com/xtechie12345/Clarify ] 🚀 If you believe in Open Source, drop a "YES" in the comments #OpenSource #MachineLearning #Python #CaptchaBypass #BubblebitxConsulting #AI #GitHub