iam-dataset

There are 5 repositories under iam-dataset topic.

sushant097 / Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow
Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.
cnn blstm tensorflow deep-neural-networks handwritten-text-recognition iam-dataset crnn-tensorflow python3 deep-learning recurrent-neural-network ctc-loss
Language:Python 324
koninik / WordStylist
Official PyTorch Implementation of "WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models" - ICDAR 2023
diffusion-models handwriting-generation iam-dataset latent-diffusion pytorch stable-diffusion
Language:Python 81
kartikgill / Easter2
Easter2.0: IMPROVING CONVOLUTIONAL MODELS FOR HANDWRITTEN TEXT RECOGNITION
handwriting-ocr handwriting-recognition handwritten-text-recognition htr iam-dataset ocr ocr-python optical-character-recognition python3 easter2
Language:Jupyter Notebook 79
Mountchicken / Text-Recognition-on-Cross-Domain-Datasets
Improved Text recognition algorithms on different text domains like scene text, handwritten, document, Chinese/English, even ancient books
aster casia-hwdb chinese-orc crnn dan english-handwritten hand-written-recognition iam-dataset ocr scene-text-recognition text-recognition-datasets
Language:Python 74
georgeretsi / HTR-best-practices
Basic HTR concepts/modules to boost performance
ctc handwritten-text-recognition htr best-practices iam-dataset pytorch text-recognition text-recognition-from-image
Language:Python 33
vloison / Handwritten_Text_Recognition
crnn htr iam-dataset ctcloss handwritten-text-recognition data-augmentation pytorch deep-learning computer-vision
Language:Python 33
naveenmarthala / Handwritten-word-recognition-OCR----IAM-dataset---CNN-and-BiRNN
handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.
handwritten-text-recognition ocr ocr-recognition iam-dataset tensorflow-keras cnn bi-lstm bi-gru rnn
Language:Jupyter Notebook 23
georgeretsi / HTR-ctc
Pytorch implementation of HTR on IAM dataset (word or line level + CTC loss)
handwritten-text-recognition ctc-loss pytorch cnn lstm iam-dataset
Language:Python 22
huyhoang17 / CRNN_CTC_English_Handwriting_Recognition
English Handwriting Recognition with CRNN and CTC Loss
iam-dataset crnn ctc handwriting-recognition
Language:Python 22
madeyoga / Handwritten-Text-Recognition
Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.
text-recognition iam-dataset tensorflow2 keras convolutional-neural-networks recurrent-neural-networks ctc-loss simple-htr htr handwritten-text-recognition
Language:Jupyter Notebook 20
sayakpaul / Handwriting-Recognizer-in-Keras
This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.
ocr vision keras deep-learning handwriting-recognition iam-dataset
Language:Jupyter Notebook 13
georgeretsi / defHTR
Deformation-invariant line-level Handwritten Text Recognition (HTR) using a convolutional-only architecture.
handwritten-text-recognition htr deformable-convolutional-networks pytorch cnn-pytorch deformation-invariant iam-dataset
Language:Python 8
Kovelja009 / handwriting-recognition
Benchmark of different network architectures for handwritten text recognition.
cnn-lstm iam-dataset transformers
Language:Jupyter Notebook 4
ChryssaNab / Handwriting-Recognition
Implementation of Handwritten Text Recognition Systems using TensorFlow
bidirectional-lstm character-recognition character-segmentation hebrew line-recognition tensorflow 2d-cnn bigram-model iam-dataset blstm deep-neural-networks handwritten-text-recognition dead-sea-scrolls
Language:Python 3
mathiasgerber / crnn_ctc
ctc-loss crnn-ocr crnn-tensorflow crnn-ctc tensorflow iam-dataset
Language:Python 2
c0deplayer / handwriting-generation
Models for handwriting generation for academic purposes (My Bachelor thesis)
handwriting-generation handwriting-synthesis neural-network python3 pytorch iam-dataset iam-ondb diffusion latent-diffusion rnn
Language:Python 1
paulveillard / cybersecurity-iam
An ongoing & curated collection of awesome software best practices and remediation techniques, libraries and frameworks, E-books and videos, Technical guidelines and important resources about Identiy & Access Management (IAM).
iam iam-role iam-policy iam-users iam-credentials iam-dataset iam-authentication iam-accounts iam-build-tokens iam-cicd iam-configuration iam-documentation iam-federations iam-groups iam-login iam-manager iam-services iam-policy-attachment
1
AbhishekRS4 / Handwriting_Recognition
Handwriting Recognition Project
dead-sea-scrolls handwriting-recognition handwritten-text-recognition iam-dataset
Language:Jupyter Notebook 0
dtruong46me / handwritten-text-recognition
cnn-lstm donut transformers fine-tuning iam-dataset
Language:Jupyter Notebook