Romey1010/captcha-solver-v3-color-agnostic

CAPTCHA Solver v3 (Color-Agnostic)

Retrained color-agnostic CAPTCHA solver model for the excited-pascal scraper project.

Files

• captcha_model.pkl - Random Forest classifier (97.7% test accuracy)
• captcha_scaler.pkl - StandardScaler for feature normalization

Usage

from huggingface_hub import hf_hub_download
import joblib

model_path = hf_hub_download("Romey1010/captcha-solver-v3-color-agnostic", "captcha_model.pkl")
scaler_path = hf_hub_download("Romey1010/captcha-solver-v3-color-agnostic", "captcha_scaler.pkl")

model = joblib.load(model_path)
scaler = joblib.load(scaler_path)

Training

Trained on grayscale-normalized CAPTCHA character segments with structural features (pixel density, edge ratios, quadrant distributions). See the project repo for full training pipeline.