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453 search results found

Text Classification ⭐ 64

deep learning models for text classification written in TensorFlow(Python).

Road Semantic Segmentation ⭐ 64

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

Sequential_sentence_classification ⭐ 64

https://arxiv.org/pdf/1909.04054

Lstm Attention ⭐ 63

Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".

Higitclass ⭐ 62

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

Od Weapondetection ⭐ 62

Datasets for weapon detection based on image classification and object detection tasks

Text Top Model ⭐ 62

Benchmarking text classification algorithms

Kaggle Rsna ⭐ 61

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

Digikala Sentiment Lstm ⭐ 60

🧠 Trains a simple LSTM model on the Digikala product comment dataset for the sentiment classification task

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Time Series Classification ⭐ 59

Classifying time series using feature extraction

Skin Cancer Segmentation ⭐ 58

Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset

✅ CODAR is a Framework built using PyTorch to analyze post (Text+Media) and predict Cyber Bullying and offensive content. 💬📷

Napkinxc ⭐ 56

Extremely simple and fast extreme multi-class and multi-label classifiers.

Umlsbert ⭐ 54

Kelp Full ⭐ 53

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Fraud_detection_techniques ⭐ 53

A neural network for CounterStrike:GlobalOffensive character detection and classification. Built on a custom-made dataset (csgo-data-collector)

CellO: Gene expression-based hierarchical cell type classification using the Cell Ontology

Simultaneous Traffic Sign Detection And Classification With Retinanet ⭐ 51

Seizure Type Classification Tuh ⭐ 51

seizure type classification using TUH dataset

Tamil Nlp Catalog ⭐ 51

Awesome List of Tamil NLP & AI Resources

Sentence_classification ⭐ 50

sentence classification using CNN/LSTM/GRU

Text classification with Sparse Composite Document Vectors.

Focal_loss_keras ⭐ 49

Multi-class classification with focal loss for imbalanced datasets

Audio_classification_using_lstm ⭐ 48

Classification of Urban Sound Audio Dataset using LSTM-based model.

Multiclass Semantic Segmentation ⭐ 48

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Davian Tensorflow ⭐ 47

tensorflow tutorial for beginner to intermediate

Glami 1m ⭐ 47

The largest multilingual image-text classification dataset. It contains fashion products.

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Pytorch Classification ⭐ 47

A general, feasible, and extensible framework for classification tasks.

Ml Data Generator ⭐ 46

Python script to generate fake datasets optimized for testing machine learning/deep learning workflows

Meta Gnn ⭐ 46

Food Categories Classification ⭐ 46

This repository contains the dataset and the source code for the classification of food categories from meal images.

Dhcd_dataset ⭐ 46

Dataset of Devnagari (Nepali) handwritten characters.

XED multilingual emotion datasets

Small_norb ⭐ 45

Python wrapper to small NORB dataset

Mixco Mixup Contrast ⭐ 45

MixCo: Mix-up Contrastive Learning for Visual Representation, NeurIPS 2020 Workshop on SSL

Python package for understanding the difficulty of text classification datasets. (in CoNNL 2018)

Book Genre Classification ⭐ 44

Classification of books based on titles without prior knowledge of context or author

Must Read Sentimentanalysis ⭐ 43

List of Resources for Sentiment Analysis Researcher Starter

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping

Bird_classification ⭐ 42

Fine-grained classification of bird images from Caltech-UCSD Birds-200-2011 dataset

Deep_blur_detection_and_classification ⭐ 40

End-to-end network for blur detection and classification (presented at PG 2018)

Aspect Based Sentiment Analysis ⭐ 40

A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.

Casa Dialogue Act Classifier ⭐ 40

PyTorch implementation of the paper "Dialogue Act Classification with Context-Aware Self-Attention" for dialogue act classification with a generic dataset class and PyTorch-Lightning trainer

Facerec Bias Bfw ⭐ 40

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

Beijing Trajectories Project ⭐ 40

Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset

Cnn Rnn Classifier ⭐ 40

A practical example on how to combine both a CNN and a RNN to classify images.

Ml Datasets ⭐ 39

🌊 Machine learning dataset loaders for testing and example scripts

Extreme Classification in Log Memory via Count-Min Sketch

Web Page Classification ⭐ 39

Classifies webpages into categories defined in DMOZ dataset

Synthetic Data Gen ⭐ 39

Various methods for generating synthetic data for data science and ML

Music Artist Classification Crnn ⭐ 38

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

Street View House Numbers Svhn Detection And Classification Using Cnn ⭐ 38

A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.

Sledgehammer ⭐ 38

Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."

Trajectory_classification ⭐ 37

Python code to re-produce results and illustrations of trajectory classification.

Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36

What makes convnets so powerful at image classification?

Emotionclassifier ⭐ 36

real-time face detection and emotion classification

Natural World Tasks

Eeg Processing Toolbox ⭐ 36

Matlab code for proccesing EEG signals.

Classification ⭐ 35

Catalyst.Classification

Datascience Webapp With Flask ⭐ 35

Data Science webapp to show some of the capabilities of Flask and libraries such as sklearn, pandas, matplotlib, seaborn...

Urban Sound Classification ⭐ 35

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

Traffic Signs ⭐ 35

Second Project of the Udacity Self-Driving Car Nanodegree Program

Detrac_covid19 ⭐ 34

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

Ten Thousand German News Articles Dataset for Topic Classification

Tensorflow Image Classification ⭐ 34

Easy/Updated Tensorflow Image Classification

Benchmark_dataset_for_graph_classification ⭐ 33

This repository contains a dataset for testing graph classification algorithms, such as Graph Kernels and Graph Neural Networks.

Php Ml Datasets ⭐ 33

Public datasets prepared for machine learning tasks with php-ml

Superpca ⭐ 33

Dimensionality reduction and classification of hyperspectral image based on SuperPCA (IEEE TGRS, 2018)

Eeg Motor Imagery Classification Ann ⭐ 33

Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction

Neural Magic Eye ⭐ 32

Neural Magic Eye: Learning to See and Understand the Scene Behind an Autostereogram, arXiv:2012.15692.

Chembench ⭐ 32

MoleculeNet benchmark dataset & MolMapNet dataset

Multimodal Meme Classification Identifying Offensive Content In Image And Text ⭐ 32

Multimodal Meme Classification: Identifying Offensive Content in Image and Text

Plantdoc Dataset ⭐ 31

Dataset used in "PlantDoc: A Dataset for Visual Plant Disease Detection" accepted in CODS-COMAD 2020

Gbm Bench ⭐ 31

A benchmark to measure performance of popular Gradient boosting algorithms against popular ML datasets.

Text Classification Lstms Pytorch ⭐ 31

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Legobrickclassification ⭐ 31

Repository to identify Lego bricks automatically only using images

Musicsymbolclassifier ⭐ 30

A Python project that trains a Deep Neural Network to distinguish between Music Symbols

Qclass_dl ⭐ 29

Question classification on TREC dataset using Deep Neural structures, namely CNN & LSTM & both of them.

Nnst Naver News For Standard And Technology Database ⭐ 29

Korean News Datasets for Categorical Classification

Bus Driver Behavior Detection ⭐ 29

CNN+LSTM; Video classification; Four categories（Normal; Smoking; Using mobile; Off seat）

Traffic_sign_classification_german ⭐ 29

Traffic sign classification for the German Traffic Sign Dataset

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

Ocrized Text Dataset ⭐ 28

Quicksign OCRized Text Dataset (QS-OCR)

Deep_learning_projects ⭐ 28

Reveal Graph Embedding ⭐ 27

Implementation of community-based graph embedding for user classification.

Fire Detection Uav Aerial Image Classification Segmentation Unmannedaerialvehicle ⭐ 27

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

Keras Remote Sensing Image Retrieval ⭐ 26

this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated this model on a dataset called PatternNet.

weedNet: Dense semantic weed classification using multispectral images and MAV for smart farming

Imagechd A 3d Computed Tomography Image Dataset For Classification Of Congenital Heart Disease ⭐ 26

Pytorch Dicom Classification ⭐ 26

A general framework to analyze medical images saved as .dicom files

Chainer Pointnet ⭐ 26

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

Stackeddebert ⭐ 26

Stacked Denoising BERT for Noisy Text Classification (Neural Networks 2020)

Molecules_dataset_collection ⭐ 26

Collection of data sets of molecules for a validation of properties inference

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