SimGAN-Captcha
CAPTCHA solver
Automated solution of CAPTCHA images using simulated unsupervised learning and Generative Adversarial Networks (GANs)
Solve captcha without manually labeling a training set
434 stars
18 watching
80 forks
Language: Jupyter Notebook
last commit: over 1 year ago
Linked from 1 awesome list
captcha-solvinggangenerative-adversarial-networkkerasneural-networksimgan
zyszys/awesome-captchaRelated projects:
| Repository | Description | Stars |
|---|---|---|
 aaronshan/12306-captcha | Deep learning-based system to recognize and classify 12306 captcha images | 281 |
 arunpatala/captcha | An implementation of CAPTCHA systems using neural networks and deep learning techniques | 181 |
 pathak22/context-encoder | Unsupervised feature learning by image inpainting using Generative Adversarial Networks (GANs) | 887 |
 lorien/captcha_solver | A universal API to interact with various CAPTCHA solving services | 244 |
 cos120/captcha_crack | A system for solving opt-in CAPTCHAs by detecting text within images and classifying it using a trained model. | 653 |
 hanzhanggit/stackgan-v2 | Software framework for training and evaluating generative models of images and text based on adversarial networks | 847 |
 chxj1992/captcha_cracker | An image recognition system using a deep learning model to classify characters from verification codes | 189 |
 carpedm20/discogan-pytorch | A PyTorch implementation of a Generative Adversarial Network (GAN) for discovering cross-domain relations. | 1,084 |
 trekjs/captcha | A pure JavaScript solution for generating and validating image-based CAPTCHAs without relying on specific libraries or frameworks. | 465 |
 karoly-hars/gan_image_colorizing | This project explores image colorization using generative adversarial networks on the CIFAR10 dataset. | 11 |
 zhegan27/semantic_compositional_nets | A deep learning framework providing a model architecture and training code for image captioning using semantic compositional networks | 70 |
 zcemycl/matlab-gan | A collection of MATLAB implementations for Generative Adversarial Networks (GANs) and related deep learning techniques | 190 |
 nladuo/captcha-break | An open-source project that uses computer vision and machine learning to automatically solve CAPTCHAs from various websites. | 725 |
 yunishi3/3d-fcr-alphagan | This project aims to develop a generative model for 3D multi-object scenes using a novel network architecture inspired by auto-encoding and generative adversarial networks. | 103 |
 dmitryulyanov/age | This repository provides code for training Generative Adversarial Networks (GANs) for various image datasets, including face generation. | 285 |