encoder-decoder-architecture

iamrakesh28/Video-Prediction

Implementation of Transformer Encoder Decoder Architecture for Video Predictions

zouguojian/Traffic-speed-prediction

Using to predict the highway traffic speed

paulpuren/PhyCRNet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

iamrakesh28/Deep-Learning-for-Weather-and-Climate-Science

Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.

Losif01/text-preprocessing-to-transformers-NLP-notes

This repo is my personal notes from the Stanford NLP course, and i currently use it personally as a reference

fajieyuan/WWW2020-grec

Sequence-to-Sequence Generative Model for Sequential Recommender System

arukavina/baking-lyrics

Random lyrics generator.

gionanide/Neural_Machine_Translation

Neural Machine Translation using LSTMs and Attention mechanism. Two approaches were implemented, models, one without out attention using repeat vector, and the other using encoder decoder architecture and attention mechanism.

MathurUtkarsh/Video-Captioning-Using-LSTM-and-Keras

Generating Video Caption Using LSTM

sustainable-computing/ObscureNet

Code for "ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data", ACM/IEEE IoTDI 2021

Pavansomisetty21/Image-Caption-Generation-using-LLMs-GEMINI-

we generate captions to the images which are given by user(user input) using prompt engineering and Generative AI

stefanherdy/Matlab-LSTM-VAE

Matlab Variational LSTM Autoencoder and Time Series Prediction for anomaly detection. Some code of my masters thesis. Download Link: https://pure.unileoben.ac.at/portal/files/6093740/AC16131071.pdf

DebeshJha/TransRUPNet

TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation (IEEE EMBC)

Rumeysakeskin/Image-Captioning

Image captioning with a benchmark of CNN-based encoder and GRU-based inject-type (init-inject, pre-inject, par-inject) and merge decoder architectures

cmescobar/Heart_sound_prediction

Repository containing the codes used for the development of a heart sound prediction system using convolutional neural networks (CNN) for semantic segmentation.

coderZMR/NeuralMachineTranslation

基于Java Web与神经网络的机器翻译网站

Moddy2024/Lane-Detection

A SegNet model trained for segmentation of Lanes suitable for driving for automobiles.

mshadloo/Neural-Machine-Translation-with-Attention

I implement encoder-decoder based seq2seq models with attention using Keras. The encoder can be a Bidirectional LSTM, a simple LSTM, or a GRU, and the decoder can be an LSTM or a GRU. I evaluate the models on an English-French dataset.

Arman176001/Oxidize

⚙️ Oxidize: A Python-to-Rust code translator to boost performance, safety, and efficiency — empowering developers to gradually migrate critical workloads to Rust.

arpitamangal/text-to-image-generation

Generate Images from text prompt using Stable Diffusion Model

ashutoshtiwari13/Quadrocoptorsimulator-Deep-learning

This project is about training a deep neural network to identify and track a target in simulation using Udacity's RoboND drone simulator. 🛸 Applications like this are key to many fields of robotics and the techniques applied can be extended to scenarios like advanced cruise control in autonomous vehicles or human-robot collaboration. 👨‍🏫

avishekdas539/American-Sign-Language

A solution to American Sign Language Detection using Deep Learning

badass-techie/Cityscapes-Image-Segmentation

Semantic Segmentation of Images with Deep Learning

fork123aniket/Graph-Neural-Network-based-Visual-Question-Answering

Implementation of GNNs for Visual Question Answering task in PyTorch

kartik2309/Stock-Market-Prediction

The project aims at predicting the prices of Open and Close prices in intraday stock market for next 5 minute window

LaurentVeyssier/Semantic-Segmentation-with-Fully-Convolution-Network

Use deep learning model to produce a pixel-by-pixel classification of images and identify road for autonomous driving vehicles

pcostam/exploratory

Shashank-Holla/DepthEstimation-MaskPrediction

Convolutional Neural network for mask prediction and depth estimation.

abkarada/NovaEngine

amankumawat-567/ChatBOT

A Chatbot model based on Encoder Decoder architecture

Circuit-Overtime/Image_Compression

A research performed on various compression algorithms on BW, GRAY, RGB, RGBA encodings, and a custom encoder .lix was built

m92vyas/Implementing_Attention_Mechanism_Language_Translation

Bahdanau Attention Mechanism | Tensorflow Custom Layers/Model/Loss Function/Metrics | LSTM | Encoder | Decoder | Cross-Attention | Language Translation | Bleu Score | Dropout

MohammadRoodbari/English-Persian-Machine-Translation

Translating English text to Persian using Fairseq-py

PrasunDatta/Multimodal-Brain-Tumor-Segmenatation-BraTS-2020

This research work basically highlights my undergrad thesis works. In my thesis, I have worked on the BraTS 2020 dataset. My total journey of thesis from building various models to writing paper is presented here.

SINGHxTUSHAR/ANUVADAK

This Project is based on multilingual Translation by using the Transformer with an encoder-decoder architecture along with the multi-head self-attention layers with the positional encoding and embedding for better result and accuracy. Overall, this model converts the English to French language using various Techniques of NLP and DL.