character-based-cnn
Character CNN
An implementation of a character-based convolutional neural network for text classification.
Implementation of character based convolutional neural network
259 stars
14 watching
56 forks
Language: Python
last commit: over 3 years ago character-based-modelcharacter-cnnconvolutional-neural-networkdeep-neural-networksnatural-language-processingnlpnlp-machine-learningpaper-implementationspytorchyoutube-video
Related projects:
| Repository | Description | Stars |
|---|---|---|
 ahmedfgad/numpycnn | A Python implementation of a Convolutional Neural Network from scratch using NumPy for building CNNs from scratch | 577 |
 soloice/chinese-character-recognition | This project demonstrates how to build and train a convolutional neural network (CNN) to recognize Chinese characters. | 200 |
| ahmedfgad/cnngenetic | Trains CNNs using a genetic algorithm for classification problems where one class per sample is allowed. | 22 |
| ahmedfgad/numpyann | An implementation of artificial neural networks using NumPy | 98 |
 yoonkim/lstm-char-cnn | An LSTM language model with a convolutional neural network over characters as input to predict words. | 826 |
 chxj1992/captcha_cracker | An image recognition system using a deep learning model to classify characters from verification codes | 189 |
 shawn1993/cnn-text-classification-pytorch | An implementation of Kim's Convolutional Neural Networks for Sentence Classification in PyTorch | 1,022 |
 wkentaro/fcn | An implementation of fully convolutional networks in Chainer, a deep learning framework. | 218 |
 carpedm20/lstm-char-cnn-tensorflow | An implementation of Character-Aware Neural Language Models using TensorFlow and combining multiple neural network architectures. | 769 |
 terrychenism/deformable-convnets | A software framework implementing Deformable Convolutional Networks for object detection and image segmentation tasks | 160 |
| ahmedfgad/neuralgenetic | Trains artificial neural networks using the genetic algorithm | 241 |
 aaronshan/12306-captcha | Deep learning-based system to recognize and classify 12306 captcha images | 281 |
 pavitrakumar78/anime-face-gan-keras | A GAN-based system to generate anime faces using a custom dataset | 198 |
 skyduy/cnn_keras | An implementation of a Convolutional Neural Network using Keras for CAPTCHA recognition and classification | 287 |
 ecobost/cnn4brca | This project uses CNNs to segment breast cancer lesions from medical images. | 75 |