GitHub topics: encoder-decoder-architecture

Repositories

FandosA/Normal_Optical_Flow_Prediction_Pytorch

Deep learning model to predict the normal flow between two consecutive frames, being the normal flow the projection of the optical flow on the gradient directions.

Language: Python - Size: 248 KB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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

Generating Video Caption Using LSTM

Language: Python - Size: 122 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 1

JakobTSchneider/encoder-decoder-finance-thesis

A research project for a Bachelor's thesis exploring encoder-decoder architectures for financial time series forecasting. Includes code, experiments, and evaluation results.

Language: Python - Size: 74.2 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Circuit-Overtime/Image_Compression

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

Language: Jupyter Notebook - Size: 4.88 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

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

Language: Jupyter Notebook - Size: 366 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 9 - Forks: 1

codewithdark-git/Hybrid-Vision-Transformer-HVT

Hybrid Vision Transformer (HVT) for Image Classification

Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Wazhee/CXR-encoder

We use a cheXplain autoencoder architecture to encoder real chest x-ray images for counterfactual image generation

Language: Python - Size: 16.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zouguojian/Traffic-speed-prediction

Using to predict the highway traffic speed

Language: Python - Size: 646 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 30 - Forks: 3

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

Language: MATLAB - Size: 269 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 2

shuttfubbb/Recommendation-system-for-e-commerce-websites

This is my graduation project on a recommendation system for an e-commerce site. Details of the backend and frontend. The recommendation system uses parallel Encoder and Decoder architecture

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

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

Implementation of GNNs for Visual Question Answering task in PyTorch

Language: Python - Size: 865 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 2

tuanbeba/img_captions

Image caption generation based on encoder - decoder architecture with Flickr8k dataset. Beam search used for inference

Language: Jupyter Notebook - Size: 2.73 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

MohaZamani/Gastrointestinal-Polyp-Segmentation

Polyp segmentation on the Kvasir-SEG dataset using deep learning models like UNet, UNet++, PSPNet, and DeepLabV3Plus with ResNet50 and MobileNetV2 encoders.

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Anshlulla/Hindi-Summarization

Using beam search and encoder-decoder architecture, summarizing hindi scripts

Language: Jupyter Notebook - Size: 23.4 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

himalayaashish/Anomaly-Detection

This project focuses on implementing anomaly detection techniques using TensorFlow to identify outliers in various datasets. The model leverages deep learning algorithms, such as autoencoders and recurrent neural networks, to effectively recognize patterns and detect deviations from normal behavior. Optimized for performance.

Language: Jupyter Notebook - Size: 3.28 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

dcarpintero/transformer101

Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

Language: Jupyter Notebook - Size: 215 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

CodeName-Detective/Neural-Machine-Translation

This GitHub repository houses an innovative implementation of Neural Machine Translation (NMT) using state-of-the-art sequence-to-sequence networks. The primary focus is on enhancing translation quality through progressively advanced architectural improvements.

Language: Jupyter Notebook - Size: 2.97 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 32.5 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

DebeshJha/TransRUPNet

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

Language: Python - Size: 827 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

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. 👨‍🏫

Language: Jupyter Notebook - Size: 155 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

dariush-bahrami/MyAutoencoders

My implementation of autoencoders

Language: Python - Size: 3.91 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 22.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

fajieyuan/WWW2020-grec

Sequence-to-Sequence Generative Model for Sequential Recommender System

Language: Python - Size: 937 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 7

BALAJIHARIDASAN/Natural-Language-Processing

This repository consist of projects related to Natural Language Processing using machine learning and deep learning concepts

Language: Jupyter Notebook - Size: 107 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

KhushiSindhu/EyeForBlind

This GitHub repository contains the implementation of a deep learning model capable of generating captions for images in the form of speech.

Language: Jupyter Notebook - Size: 3.46 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

edwinthomas444/cheese_advertisement_generator

An LLM based tool for generation of cheese advirtisements

Language: Jupyter Notebook - Size: 7.59 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

avishekdas539/American-Sign-Language

A solution to American Sign Language Detection using Deep Learning

Language: HTML - Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SANJITH-KUMAR-20/NMT-BiEncoderDecoder-Model

This Repository Contains the code implementation for neural machine translation between Tanglish and English

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

chuhaojin/Text2Poster-ICASSP-22

Official implementation of the ICASSP-2022 paper "Text2Poster: Laying Out Stylized Texts on Retrieved Images"

Language: Python - Size: 50.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 171 - Forks: 12

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.

Language: Python - Size: 8.56 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

weblineindia/Encode-Decode-Tool

An Online URL Encode Decode Tool to convert content into ASCII character-set. Our tool uses in-built JavaScript function for encoding.

Language: CSS - Size: 51.8 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

ElDokmak/Transformers-From-Scratch

Language: Jupyter Notebook - Size: 103 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 223 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0

Shashank-Holla/Roof-segmentation-in-overhead-satellite-views

Language: Python - Size: 963 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

armandstrickernlp/Transformer-Architecture-Implementation

Basic Implementation of the Transformer Architecture

Language: Python - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

bersilin-robert1609/CS6910-Assignment3

This repository contains the files for the third assignment of the course CS6910 - Deep Learning at IIT Madras.

Language: Jupyter Notebook - Size: 52.3 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

SpydazWebAI-NLP/BasicPositionalEncoderDecoder2023

The Positional Encoder Decoder is a Visual Basic .NET class that provides functionality for encoding and decoding tokens and sentences using positional embeddings. It allows you to convert between string tokens and their corresponding embeddings, and vice versa.

Language: Visual Basic .NET - Size: 25.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

francomano/attention-video-super-resolution Fork of DaniAffCH/attention-video-super-resolution

A deep learning model that achieves video super-resolution tasks with temporal and spatial attention in cascade

Language: Python - Size: 172 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

tarushi98/EnglishtoFrenchTranslator

Machine Translation using Encoder - Decoder Architecture

Language: Jupyter Notebook - Size: 38.1 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

sustainable-computing/ObscureNet

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

Language: Python - Size: 392 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 2

dksifoua/Neural-Machine-Translation

State of the art of Neural Machine Translation with PyTorch and TorchText.

Language: Jupyter Notebook - Size: 4.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 2

aryabhatta0/Code-Snippet-Summarization

A seq2seq model using LSTM-based encoder-decoder architecture for metadata generation from code snippets, optimizing software maintenance process

Language: Jupyter Notebook - Size: 51.5 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

m92vyas/Implementing_Attention_Mechanism_Language_Translation

Language: Jupyter Notebook - Size: 48.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

daniele-marini/Question_Answering

Question Answering task with EncoderDecoderModel (bert-tiny and DistilRoBERTa) from Hugging Face

Language: Jupyter Notebook - Size: 842 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

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

Language: Python - Size: 3.99 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

dialect-ai/BenHeadGen

This is the official repository contains the code, data, and models of the paper titled "Shironaam: Bengali News Headline Generation using Auxiliary Information", accepted for publication in Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL’23), May 2-6, 2023.

Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0