Awesome Open Source

Programming Languages

Search results for classification deep neural networks

classification x

deep-neural-networks x

115 search results found

Learnopencv ⭐ 19,864

Learn OpenCV : C++ and Python Examples

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Awesome Deep Learning Music ⭐ 2,650

List of articles related to deep learning applied to music

Tabnet ⭐ 2,386

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Invoicenet ⭐ 2,297

Deep neural network to extract intelligent information from invoice documents.

Dl 4 Tsc ⭐ 1,249

Deep Learning for Time Series Classification

Detext ⭐ 1,235

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Pointcnn ⭐ 1,176

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Guesslang ⭐ 457

Detect the programming language of a source code

RMDL: Random Multimodel Deep Learning for Classification

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

HDLTex: Hierarchical Deep Learning for Text Classification

Bigdata18 ⭐ 230

Transfer learning for time series classification

Caffe2 Ios ⭐ 215

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

Sparse Evolutionary Artificial Neural Networks ⭐ 187

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Text Emotion Classification ⭐ 165

Archived - not answering issues

Conformal_classification ⭐ 159

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Deep Learning Colonoscopy ⭐ 130

Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).

Resnet1d ⭐ 127

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Faceonnx ⭐ 105

Face recognition and analytics library based on deep neural networks and ONNX runtime

Lightnet ⭐ 100

Lightweight turnkey solution for AI

Carrier Of Tricks For Classification Pytorch ⭐ 93

carrier of tricks for image classification tutorials using pytorch.

Breast Cancer Classification ⭐ 88

Breast Cancer Classification using CNN and transfer learning

Wtalc Pytorch ⭐ 87

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

X Ray Classification ⭐ 85

X-ray Images (Chest images) analysis and anomaly detection using Transfer learning with inception v2

Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning

Deepsequenceclassification ⭐ 78

Deep neural network based model for sequence to sequence classification

Aideveloper ⭐ 74

GUI-based software for training, evaluating and applying deep neural nets for image classification

Deep Vision Processing ⭐ 74

Deep computer-vision algorithms for the Processing framework.

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Knowledge_evolution ⭐ 67

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

Ijcnn19ensemble ⭐ 64

Deep Neural Network Ensembles for Time Series Classification

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Cascade Ld ⭐ 46

Lane detection and classification in an end-to-end Deep Learning fashion

Deep Music Tagger ⭐ 41

Music genre classification model using CRNN

Tiny yet Powerful Deep Neural Networks

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

Constrained_attention_filter ⭐ 38

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

Tensorscript ⭐ 38

REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning Classification, Clustering, LSTM Time Series and Regression with Tensorflow

Hypelcnn ⭐ 38

A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data

One Stop For Covid 19 Infection And Lung Segmentation Plus Classification ⭐ 38

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

Hierarchical self-organizing maps for unsupervised pattern recognition

Urban Sound Classification ⭐ 35

Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers

The GeniSys NLU Engine includes a combination of a custom trained DNN (Deep Learning Neural Network) built using TFLearn for intent classification, and a custom trained MITIE model for entity classification.

Proglearn ⭐ 33

NeuroData's package for exploring and using progressive learning algorithms

Machine Learning for Skin Disease Classification

Astrodash ⭐ 30

Deep learning for the automated spectral classification of supernovae

Cntk Hotel Pictures Classificator ⭐ 29

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

Randwire_tensorflow ⭐ 29

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

Thyroid Us ⭐ 28

Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)

Cosine Ood Detector ⭐ 28

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

Signal Processing And Pattern Classification ⭐ 28

Signal-Processing-and-Pattern-Classification - Atrial fibrillation & PCG classification

Fire Detection Uav Aerial Image Classification Segmentation Unmannedaerialvehicle ⭐ 27

Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))

Tensorflowlecture ⭐ 27

To make those tutorials, I referred to several tutorials including open courses, YouTube, and Books.

Omicselector ⭐ 26

OmicSelector - Environment, docker-based application and R package for biomarker signiture selection (feature selection) & deep learning diagnostic tool development from high-throughput high-throughput omics experiments and other multidimensional datasets. Initially developed for miRNA-seq, RNA-seq and qPCR.

Chainer Pointnet ⭐ 26

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification

Servenet ⭐ 24

Service Classification based on Service Description

Lightweight Temporal Attention Pytorch ⭐ 23

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

Caltech_birds ⭐ 23

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

Deeplearningexamples ⭐ 22

Deep learning examples with Python and Tensorflow & Keras.

Deeplearning Study ⭐ 22

This is repository for DeepLearning Study in Kyung Hee University

Cyber Hate detection And tracking on Social mEdia

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Minimalistic Multiple Layer Neural Network From Scratch In Python ⭐ 21

Minimalistic Multiple Layer Neural Network from Scratch in Python.

Moviescope ⭐ 21

Using movie trailers to identify Genre | Deep Learning for Video Classification

Covid19 Detection Using Chest X Ray ⭐ 21

Covid-19 detection in chest x-ray images using Convolution Neural Network.

SAF: Streaming Analytics Framework

Sklearn Audio Classification ⭐ 19

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

GEDFN: Graph-Embedded Deep Feedforward Network

Cryptoknight ⭐ 19

Cryptographic Dataset Generation & Modelling Framework

tiny fast portable real-time deep neural network for regression and classification within 50 LOC.

Signal2image Modules In Deep Neural Networks For Eeg Classification ⭐ 19

Hass Machinebox Classificationbox ⭐ 18

Home-Assistant image classification using Machinebox.io

Mrd Release ⭐ 18

MrD Deeplearning Trainer Tool

Ntua Slp Wassa Iest2018 ⭐ 18

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

Hsln Joint Sentence Classification ⭐ 18

Joint sentence classification-Tensorflow

Image_classification_cifar 10 ⭐ 18

Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.

Cross_target_stance_classification ⭐ 17

Keras implementation for CrossNet in paper "Cross-Target Stance Classification with Self-Attention Networks"

.NET Standard library for classifying pornographic images.

Tennis_action_recognition ⭐ 16

Using deep learning to perform action recognition in the sport of tennis.

Deep Learning using Rectified Linear Units (ReLU)

Origami Dnn ⭐ 14

Neural Networks made simple with Clojure

Ml4industry ⭐ 14

Machine Learning course at Linköping University for Industry

Uncertaintyfusenet For Covid 19 Classification ⭐ 14

Code implementation of 'UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection'

Workshop Keras Dnn ⭐ 13

Latent Discriminant deterministic Uncertainty [ECCV2022]

Best Audio Classification Resources With Deep Learning ⭐ 13

List of articles related to deep learning applied to music

Deepfacerecognition ⭐ 13

Face Recognition with Transfer Learning

Deep Learning Course ⭐ 13

Deep Learning with TensorFlow and Keras

Df Dn Paper ⭐ 12

Conceptual & empirical comparisons between decision forests & deep networks

Nips Global Paper Implementation Challenge ⭐ 12

Selective Classification For Deep Neural Networks.

Pytorch Peleenet ⭐ 12

Simple Code Implementation of "PeleeNet" architecture in "Pelee Paper" using PyTorch.

Classification Py ⭐ 11

Machine learning library for classification tasks

Wsdeepnn ⭐ 11

A Weight-Selection Strategy for training Deep Neural Networks for Imbalanced Classification

Related Searches

Python Classification (5,958)

Jupyter Notebook Classification (3,847)

Machine Learning Classification (2,529)

Dataset Classification (1,516)

Python Deep Neural Networks (1,304)

Deep Learning Classification (1,256)

Tensorflow Classification (1,082)

Classification Convolutional Neural Networks (1,007)

Neural Network Classification (906)

Neural Classification (881)

1-100 of 115 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.