captcha_trainer

Image verification model trainer

A framework for training image recognition models for verifying codes.

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

GitHub

3k stars
70 watching
823 forks
Language: Python
last commit: almost 4 years ago
Linked from 1 awesome list

captcha-recognitionocrtensorflowtensorflow-tutorials

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
taolei87/sruA recurrent neural network implementation optimized for speed and parallelizability31
szcom/rnnlibA C library for training and synthesizing recurrent neural networks900
shaoqingren/faster_rcnnAn object detection framework using deep convolutional networks and region proposal networks.2,716
emited/variationalrecurrentneuralnetworkA deep learning implementation of a VRNN model for sequential data processing282
tencent/tnnA high-performance neural network inference framework supporting various deep learning frameworks and hardware platforms.4,435
karpathy/char-rnnA framework for training and generating text sequences using multi-layer Recurrent Neural Networks11,668
jianbotang/rnn_matlabA Matlab toolbox providing a flexible implementation of deep learning architectures for sequences learning, including RNNs, LSTMs, and sequence-to-sequence models.80
eniac-xie/faster-rcnn-resnetA custom implementation of Faster R-CNN with ResNet architecture and Online Hard Example Mining.207
l1aoxingyu/char-rnn-gluonA Python implementation of a character-level Recurrent Neural Network (RNN) text generator using the MXNet Gluon framework.58
rbgirshick/rcnnA visual object detection system that combines region proposals with neural network features to improve detection performance.2,381
kaiminghe/deep-residual-networksOriginal models for deep residual networks as described in a 2015 research paper, implemented using Caffe.6,462
smallcorgi/faster-rcnn_tfAn experimental implementation of Faster R-CNN object detection using TensorFlow2,340
ruotianluo/faster-rcnn-densecap-torchAn implementation of Faster R-CNN object detection in PyTorch, modified from DenseCap.85
cypw/cru-netA deep learning framework that enables sharing of residual units through collective tensor factorization to improve neural network performance.45
kaiminghe/resnet-1k-layersRepresents a neural network architecture with 1K layers, designed for image recognition tasks.909