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96 search results found

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

A Pytorch Tutorial To Image Captioning ⭐ 2,084

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

x86 encoder decoder

Sockeye ⭐ 1,190

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Image To Latex ⭐ 1,177

Convert images of LaTex math equations into LaTex code.

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Text Summarization Tensorflow ⭐ 586

Tensorflow seq2seq Implementation of Text Summarization.

Basecrack ⭐ 422

Decode All Bases - Base Scheme Decoder

Neuralmonkey ⭐ 385

An open-source tool for sequence learning in NLP built on TensorFlow.

Deepchatmodels ⭐ 311

Conversation models in TensorFlow. (website removed)

Slot_filling_and_intent_detection_of_slu ⭐ 289

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

Encoder_decoder ⭐ 256

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

Chatplug ⭐ 251

A Chinese Open-Domain Dialogue System

Python Codext ⭐ 250

Python codecs extension featuring CLI tools for encoding/decoding anything

Routing Transformer ⭐ 202

Fully featured implementation of Routing Transformer

Python Messaging ⭐ 176

Pure python SMS/MMS encoder/decoder

Universal Transformer Pytorch ⭐ 174

Implementation of Universal Transformer in Pytorch

Multi Scale Attention ⭐ 166

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

Deep News Summarization ⭐ 152

News summarization using sequence to sequence model with attention in TensorFlow.

Skip Ganomaly ⭐ 144

Source code for Skip-GANomaly paper

Mlconvgec2018 ⭐ 140

Code and model files for the paper: "A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction" (AAAI-18).

Kitsec Core ⭐ 136

Ethical hacking, made easy.

Deepharmonization ⭐ 102

Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017

Deeplab V3 Plus Cityscapes ⭐ 87

mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).

Deformingautoencoders Pytorch ⭐ 87

Pytorch code for DAE and IntrinsicDAE

Deeplab_v3_plus ⭐ 81

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

Badchars ⭐ 68

Bad char generator to instruct encoders such as shikata-ga-nai to transform those to other chars.

Quantized Mesh Tile ⭐ 65

Quantized-Mesh encoder/decoder and topology builder

Using pretrained encoder and language models to generate captions from multimedia inputs.

Rnn_pytorch ⭐ 63

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

Code for "EPOS: Estimating 6D Pose of Objects with Symmetries", CVPR 2020.

Tf Var Attention ⭐ 55

Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)

Frontend Regression Validator ⭐ 55

Visual regression tool used to compare baseline and updated instances of a website in a deployment pipeline.

Pixel Decoder ⭐ 53

A tool of running deep learning algorithms for semantic segmentation with satellite imagery

Bidirectiona Lstm For Text Summarization ⭐ 49

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

Cnn Surrogate ⭐ 47

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

Transformer_temporal_tagger ⭐ 46

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

Mlpnlp Nmt ⭐ 43

This is a sample code of "LSTM encoder-decoder with attention mechanism" mainly for understanding a recently developed machine translation framework based on deep neural networks.

Image_captioning ⭐ 40

generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset

Decoder/encoder for Konami's binary XML format

Textnormseq2seq ⭐ 30

Code and model files for paper: I. Lourentzou et al., Adapting Sequence to Sequence models for Text Normalization in Social Media", ICWSM'19

Memformer ⭐ 30

Implementation of Memformer, a Memory-augmented Transformer, in Pytorch

Banglatranslator ⭐ 28

Bangla Machine Translator

Wallsegmentation ⭐ 28

Implementation of a wall segmentation algorithm in PyTorch.

Ai Visual Storytelling Seq2seq ⭐ 28

Implementation of seq2seq model for Visual Storytelling Challenge (VIST) http://visionandlanguage.net/VIST/index.html

Image_deionising_auto_encoder ⭐ 25

Noise removal from images using Convolutional autoencoder

Vq Vae Audio ⭐ 25

Implementation of VQ-VAE for audio

Image Caption ⭐ 24

Using LSTM or Transformer to solve Image Captioning in Pytorch

Nn Common Modules ⭐ 22

Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models

Official implementation for ECCV 2022 paper "CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition"

Convlstmgru ⭐ 21

Pytorch implementations of ConvLSTM and ConvGRU modules with examples

Lstm_encoder_decoder ⭐ 20

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

3d Brain Tumor Segmentation ⭐ 19

Volumetric MRI brain tumor segmentation using autoencoder regularization

Embedding ⭐ 19

Embedding模型代码和学习笔记总结

[Paper][IJCKG 2022] LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection

Convlstm Pytorch ⭐ 16

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

keras encoder-decoder

Gec Pseudodata ⭐ 15

Repository of "An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction" (EMNLP-IJCNLP 2019)

Encoderdecoder ⭐ 15

Hybrid CNN-LSTM Encoder Decoder algorithm for multi-step reservoir storage volume forecasting

Official implementation of the "Efficient Video Compression via Content-Adaptive Super-Resolution" paper in Tensorflow.

Neuralcodetranslator ⭐ 14

Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code transformations

Tf Var Attention ⭐ 14

Variational Attention for Sequence to Sequence Models

Visual_syntactic_embedding_video_captioning ⭐ 14

Source code of the paper titled *Improving Video Captioning with Temporal Composition of a Visual-Syntactic Embedding*

Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation

Ultrasonic ⭐ 13

An ultrasonic encoder / decoder for Python. Final project for COS597G.

Encoder Forest ⭐ 13

eForest: Reversible mapping between high-dimensional data and path rule identifiers using trees embedding

Encode Decode ⭐ 13

You can encode and decode any shell with that command Execute that command

Rnn_joint_nlu_chinese ⭐ 12

Train Joint_NLU model using Chinese 中文意图和槽联合模型 tensorflow实现和pytorch实现

Kg Copy_network ⭐ 12

Implementation of the paper: Using a KG-Copy Network for Non-Goal Oriented Dialogues

Pointer_generator_summarizer ⭐ 12

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

Python Keras Encoder Decoder Unet ⭐ 12

A Keras project with similarly sized encoder-decoder and u-net networks applied to identifying cars

A CV library in python, design and experiment with models using any encoder with any decoder.

Attention-based Recurrent Neural Nets + POS embeddings for Authorship Recognition

3d_shape_inpainting ⭐ 11

Keras Implementation of 3D Encoder-Decoder Generative Adversarial Network (3D-ED-GAN) for 3D shape Completion

Cloudgan ⭐ 11

CloudGAN: Detecting and removing clouds from satellite RGB-images

Eeg Pipeline ⭐ 9

End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python

Pointatrousgraph ⭐ 9

Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points

Self Attention ⭐ 9

Transformer的完整实现。详细构建Encoder、Decoder、Self-attentio

Bytenet.pytorch ⭐ 8

A pytorch implementation of the Bytenet network for neural machine translation.

Translate_machine_translation ⭐ 8

Vietnamese and Chinese to English

Neural Image Captioning ⭐ 8

This is an implementation of the paper "Show and Tell: A Neural Image Caption Generator".

A Transformer-based Detector-Purificator-Corrector Framework for Spelling Error Correction of Bangla and Resource Scarce Indic Languages

Ct Red_cnn_tensorflow ⭐ 7

Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)

Deep Learning Assisted Stokes Inversion

Face Completion ⭐ 7

Encoder-Decoder for Face Completion based on Gated Convolution

一个即时编码转换工具

Chatbot Pytorch ⭐ 6

PyTorch Implementation of Japanese Chatbot

Weeddetection ⭐ 6

Weed Detection in Sugar Beet Plants

Pynamodb Encoder ⭐ 6

PynamoDB Model object encoder/decoder to/from dict.

Encode De Code ⭐ 5

An Encryption toolkit made to make cryptographic tools and techniques available and accessible to everyone. It can be used to manipulate data formats( encode / decode), it can also be used to provide varying encryption levels for personal Authentication.

Image Caption ⭐ 5

PyTorch implementation of image captioning based on attention mechanism

Ak Encoder Decoder ⭐ 5

A Python based encoding and decoding tool for texts and secrets with executables provided for Windows and Linux.

ASN1 Encoder & Decoder based on pycrate

Attention Hred ⭐ 5

Project on Hierarchical Encoder Decoder

Captionnet Tensorflow ⭐ 5

An encoder-decoder based deep neural network for image captioning

Manns4nmt ⭐ 5

A series of models applying memory augmented neural networks to machine translation

isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder

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