encoder-decoder-model

There are 9 repositories under encoder-decoder-model topic.

bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 5639
DenseDepth
ialhashim / DenseDepth
High Quality Monocular Depth Estimation via Transfer Learning
deep-learning deep-neural-networks python keras-tensorflow depth-estimation encoder-decoder-model transfer-learning pytorch
Language:Jupyter Notebook 1605
luopeixiang / im2latex
Pytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex
im2latex show-and-tell seq2seq imagecaptioning pytorch encoder-decoder-model
Language:Python 200
theislab / ncem
Learning cell communication from spatial graphs of cells
tensorflow gnn glm cvae encoder-decoder-model scanpy squidpy cell-cell-communication cell-cell-interaction
Language:Python 113
yulinliu101 / DeepTP
A deep generative model to predict aircraft actual trajectories using high dimensional weather data
trajectory-generation trajectory-prediction trajectory-inference lstm encoder-decoder encoder-decoder-model generative-model aircraft-performance gaussian-mixtures spatio-temporal deep-generative-models
Language:Jupyter Notebook 87
ziatdinovmax / pyroVED
Invariant representation learning from imaging and spectral data
encoder-decoder-model variational-autoencoder probabilistic-programming pyro spectral-data image-data unsupervised-machine-learning scale-invariance rotation-invariant translation-invariant semi-supervised-learning vae semi-supervised-vae
Language:Python 52
rakesh-yadav / PyTorch-RNN-Tutorial
PyTorch tutorial for using RNN and Encoder-Decoder RNN for time series forecasting
encoder-decoder-model forcasting gru hyperparameter-tuning jupyter-notebook lstm optuna python pytorch rnn time-series tutorial deep-learning gpu-acceleration seq2seq multistep-forecasting
Language:Jupyter Notebook 39
satinder147 / Image_deionising_auto_encoder
Noise removal from images using Convolutional autoencoder
keras tensorflow opencv opencv-python convolutional-neural-networks autoencoder encoder decoder deep-learning deep-neural-networks encoder-decoder encoder-decoder-model python3 gpu
Language:Python 39
katiana22 / GDM-PCE
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
uncertainty-quantification polynomial-chaos-expansion surrogate-modelling manifold-learning machine-learning encoder-decoder-model
Language:Jupyter Notebook 38
sekharvth / simple-chatbot-keras
Design and build a chatbot using data from the Cornell Movie Dialogues corpus, using Keras
keras chatbot python cornell-corpus-dataset glove-vectors lstm-neural-networks lstm encoder-decoder-model language-generation chatbot-keras word-level-lstm
Language:Python 34
tm4roon / pytorch-seq2seq
An Implementation of Encoder-Decoder model with global attention mechanism.
neural-machine-translation attention encoder-decoder-model nlp-machine-learning nlp
Language:Python 32
alvinbhou / Video2Text
📺 An Encoder-Decoder Model for Sequence-to-Sequence learning: Video to Text
sequence-to-sequence keras encoder-decoder-model deep-learning
Language:Python 25
inuwamobarak / nougat
Nougat is a Meta AI's revolutionary OCR model designed to transcribe scientific PDFs into an easy-to-use Markdown format.
ai artificial-intelligence encoder-decoder-model huggingface-transformers nougat transformer-models transformers vision-transformer vit
Language:Jupyter Notebook 25
DataSenseiAryan / TS3000_TheChatBOT
Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator :stuck_out_tongue_closed_eyes: BDW it uses Pytorch framework and Python3.
pytorch-implementation pytorch-nlp reddit-dataset neural-machine-translation nmt-chatbot python3 social-network-chatbot deep-learning bidirectional-rnn sqlite3-database beam-search attention-mechanism encoder-decoder-model pytorch-nmt chatbot
Language:Python 24
isi-vista / face-completion
Encoder-Decoder for Face Completion based on Gated Convolution
inpainting face-completion convolutional-neural-networks encoder-decoder encoder-decoder-model face-recognition face-analysis
Language:Python 21
k-chuang / code-generation-from-images
[Deep Learning] An end-to-end deep neural network that converts screenshots to Bootstrap (HTML/CSS) code
deep-learning deep-neural-networks encoder-decoder-model keras-tensorflow keras tensorflow content-generation computer-vision nlp
Language:Python 21
Snigdho8869 / Computer-Vision-Projects
Explore diverse computer vision projects using Transfer Learning(TL), Convolutional Neural Networks (CNN), Autoencoder and more in this collaborative repository
autoencoder cnn cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning detection encoder-decoder-model image-classification image-processing inception-resnet-v2 inceptionv3 keras mobilenetv2 opencv recognition tensorflow transfer-learning yolov3
Language:Jupyter Notebook 20
SathwikTejaswi / Neural-Image-Captioning
This is an implementation of the paper "Show and Tell: A Neural Image Caption Generator".
deep-learning deep-neural-networks convolutional-neural-networks resnet resnet-152 rnn pytorch pytorch-implmention lstm encoder-decoder encoder-decoder-model inception-v3 paper-implementations
Language:Python 19
FTNet
shreyaskamathkm / FTNet
Pytorch implementation of FTNet for Semantic Segmentation on SODA, SCUT Seg, and MFN Datasets
convolutional-neural-networks semantic-segmentation thermal-imaging encoder-decoder-model pytorch pytorch-lightning edge-detection python3 deep-learning
Language:Python 19
AbhishekRS4 / HTSM_Oil_Spill_Segmentation
HTSM Masterwork
oil-spill segmentation-based-detection segmentation-models semantic-segmentation deep-learning encoder-decoder-model supervised-learning computer-vision docker-deployment streamlit-application
Language:Jupyter Notebook 18
albertusk95 / intention-to-code-lstm
Source Code Generation Based On User Intention Using LSTM Networks
automatic-programming code-generation program-synthesis natural-language-processing deep-learning long-short-term-memory encoder-decoder-model sequential-models
Language:Python 18
siddsriv / Image-captioning
Using a CNN-LSTM hybrid network to generate captions for images
computer-vision image-captioning encoder-decoder-model deep-learning
Language:Jupyter Notebook 18
vibhor98 / Neural-Machine-Translation-using-Keras
This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras
neural-machine-translation nmt-model encoder-decoder-model keras-models natural-language-processing deep-neural-networks lstm
Language:Python 17
Heidelberg-NLP / SRL-S2S
Encoder-Decoder model for Semantic Role Labeling
allennlp srl semantic-role-labeling cross-lingual-srl pytorch-nlp encoder-decoder-model sequence-to-sequence-models
Language:Python 16
akjayant / Image-Captioning-via-YOLOv5-EncoderDecoderwithAttention
Image Captioning using combination of object detection via YOLOv5 and Encoder Decoder LSTM model
image-captioning object-detection yolov3 encoder-decoder-model gru
Language:Python 15
partarstu / transformers-in-java
Experimental project for AI and NLP based on Transformer Architecture
ai decoder-model dl4j encoder-decoder-model encoder-network java nlp self-attention transformer transformers samediff
Language:Java 15
Js-Mim / mlsp2017_svsep_skipfilt
Support material and source code for the model described in : "A Recurrent Encoder-Decoder Approach With Skip-Filtering Connections For Monaural Singing Voice Separation"
music-source-separation deep-learning encoder-decoder-model denoising-autoencoders recurrent-neural-networks
Language:Python 13
biringaChi / PIF
Predictive Frame Interpolation (PIF) Model for video frame prediction and generation. An AI model that could infer a new frame between two existing sequential frames of a video We trained a GAN using youtube footage to predict it’s own existing frames
image-processing encoder-decoder-model generative-adversarial-network frame-interpolation convolutional-neural-networks
Language:Python 12
KodAgge / Img2Latex
An Encoder-Decoder model converting handwritten mathematical expressions to LaTeX-code
encoder-decoder-model lstm convolutional-neural-networks attention-mechanism latex handwritten-digit-recognition handwritten-text-recognition beam-search
Language:Python 12
DebeshJha / MDNet
Abdominal Organ Segmentation using Multi Decoder Network (MDNet) [Accepted at ICASSP 2025]
attention-mechanism encoder-decoder-model interpretability interpretable-machine-learning medical-image-segmentation polyp-segmentation resnet50 skip-connections real-time-polyp-segmentation
Language:Python 11
m-hasan-n / roundabout
Code of our work "Maneuver-based Anchor Trajectory Hypotheses at Roundabouts".
vehicle-trajectory-prediction encoder-decoder-model lstm-neural-networks roundabouts autonomous-vehicles pytorch
Language:Python 11
shawnhan108 / Attention-LSTMs
A set of notebooks that explores the power of Recurrent Neural Networks (RNNs), with a focus on LSTM, BiLSTM, seq2seq, and Attention.
rnn lstm lstm-neural-networks keras keras-tensorflow music-generation bidirectional-lstm seq2seq encoder-decoder-model attention-mechanism attention-model recurrent-neural-network machine-translation additive-attention
Language:Jupyter Notebook 11
victor7246 / gated-Transformer
Gated Pretrained Transformer model for robust denoised sequence-to-sequence modelling
language-model transformer sequence-to-sequence generative-model encoder-decoder-model gated-neural-network
Language:Python 11
asmitapoddar / question-answering-SQuAD2.0-dcn
Implementation of a Dynamic Coattention Network proposed by Xiong et al.(2017) for Question Answering, learning to find answers spans in a document, given a question, using the Stanford Question Answering Dataset (SQuAD2.0).
question-answering coattention pointer-networks lstm encoder-decoder-model pytorch nlp squad-dataset
Language:Python 10
likarajo / language_translation
Deep Learning LSTM language translation model built with Keras using Neural Machine Translation with seq2seq encoder-decoder architecture
keras tensorflow deep-learning neural-network lstm python3 jupyter-notebook neural-machine-translation seq2seq encoder-decoder-model
Language:Jupyter Notebook 10
sayedmohamedscu / VQGAN
Vector-Quantized Generative Adversarial Networks
codebook encoder-decoder-model gan generative-adversarial-network pytorch vq-vae vqgan vqvae
Language:Python 10

encoder-decoder-model

bentrevett / pytorch-seq2seq

ialhashim / DenseDepth

luopeixiang / im2latex

theislab / ncem

yulinliu101 / DeepTP

ziatdinovmax / pyroVED

rakesh-yadav / PyTorch-RNN-Tutorial

satinder147 / Image_deionising_auto_encoder

katiana22 / GDM-PCE

sekharvth / simple-chatbot-keras

tm4roon / pytorch-seq2seq

alvinbhou / Video2Text

inuwamobarak / nougat

DataSenseiAryan / TS3000_TheChatBOT

isi-vista / face-completion

k-chuang / code-generation-from-images

Snigdho8869 / Computer-Vision-Projects

SathwikTejaswi / Neural-Image-Captioning

shreyaskamathkm / FTNet

AbhishekRS4 / HTSM_Oil_Spill_Segmentation

albertusk95 / intention-to-code-lstm

siddsriv / Image-captioning

vibhor98 / Neural-Machine-Translation-using-Keras

Heidelberg-NLP / SRL-S2S

akjayant / Image-Captioning-via-YOLOv5-EncoderDecoderwithAttention

partarstu / transformers-in-java

Js-Mim / mlsp2017_svsep_skipfilt

biringaChi / PIF

KodAgge / Img2Latex

DebeshJha / MDNet

m-hasan-n / roundabout

shawnhan108 / Attention-LSTMs

victor7246 / gated-Transformer

asmitapoddar / question-answering-SQuAD2.0-dcn

likarajo / language_translation

sayedmohamedscu / VQGAN