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453 search results found

Awesome Project Ideas ⭐ 6,856

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Face_classification ⭐ 5,477

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

Data Competition Topsolution ⭐ 2,847

Data competition Top Solution 数据竞赛top解决方案开源整理

3d Pointcloud ⭐ 1,940

Papers and Datasets about Point Cloud.

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

FMA: A Dataset For Music Analysis

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Medmnist ⭐ 903

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Closerlookfewshot ⭐ 901

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

Source code of K-BERT (AAAI2020)

Graph2vec ⭐ 791

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Leaf: A Benchmark for Federated Settings

Inceptiontime ⭐ 554

InceptionTime: Finding AlexNet for Time Series Classification

Php Ml Examples ⭐ 525

Examples use case of PHP-ML library.

Datasets ⭐ 521

A repository of pretty cool datasets that I collected for network science and machine learning research.

Awsome Deep Learning For Video Analysis ⭐ 507

Papers, code and datasets about deep learning and multi-modal learning for video analysis

Tensorflow_object_tracking_video ⭐ 480

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Deepemd ⭐ 472

Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020

Urban Sound Classification ⭐ 427

Urban sound classification using Deep Learning

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Lightml.jl ⭐ 366

Minimal and clean examples of machine learning algorithms implemented in Julia

Satellite Imagery Datasets Containing Ships ⭐ 340

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Chexnet ⭐ 331

A pytorch reimplementation of CheXNet

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

The PatchCamelyon (PCam) deep learning classification benchmark.

Neural Sentiment Classification

Sequence Generation Model for Multi-label Classification (COLING 2018)

Omr Datasets ⭐ 266

Collection of datasets used for Optical Music Recognition

Nlp_bahasa_resources ⭐ 260

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

HDLTex: Hierarchical Deep Learning for Text Classification

Fake_news_detection ⭐ 251

Fake News Detection in Python

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

Pointclouddatasets ⭐ 233

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

Lotclass ⭐ 231

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

Bigdata18 ⭐ 230

Transfer learning for time series classification

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

PHP Machine Learning library

Bird Recognition Review ⭐ 203

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

Deepfashion ⭐ 193

Apparel detection using deep learning

Unify Emotion Datasets ⭐ 189

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

Uci Ml Api ⭐ 189

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

Sentiment ⭐ 189

Simple Sentiment Analysis in Golang

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Waste Datasets Review ⭐ 186

List of image datasets with any kind of litter, garbage, waste and trash

Genrexpose ⭐ 179

Automated music genre classification using machine learning

Scanobjectnn ⭐ 179

Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019

Modelzoo ⭐ 174

Pubmed Rct ⭐ 166

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

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

Snape is a convenient artificial dataset generator that wraps sklearn's make_classification and make_regression and then adds in 'realism' features such as complex formating, varying scales, categorical variables, and missing values.

Autoannotationtool ⭐ 149

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

Cnn Lstm ⭐ 143

CNN LSTM architecture implemented in Pytorch for Video Classification

Emotion_dataset ⭐ 140

😄 Dataset for Emotion Classification

Raster Vision Examples ⭐ 137

Examples of using Raster Vision on open datasets

A2s2k Resnet ⭐ 132

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Deeponeclass ⭐ 125

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

Fastxml ⭐ 121

FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification

Regtools ⭐ 118

Various tools for linear, nonlinear and nonparametric regression.

Lstm Classification Pytorch ⭐ 116

Text classification based on LSTM on R8 dataset for pytorch implementation

Imageclassification Pytorch ⭐ 114

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Hatt Proto ⭐ 108

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

Human Action Classification ⭐ 106

This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.

Know Your Intent ⭐ 104

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Oos Eval ⭐ 100

Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)

Textgenerator ⭐ 98

OCR dataset Text-Detection dataset Font-Classification dataset generator

Fine_grained_classification ⭐ 97

Fined grained classification On Car dataset

Tensorflow Audio Classification ⭐ 94

Audio classification with VGGish as feature extractor in TensorFlow

Graph_star ⭐ 93

Lsa_classification ⭐ 91

Text classification example in Python using Latent Semantic Analysis (LSA)

This library has been superceded by https://github.com/scicloj/scicloj.ml.

Openml R ⭐ 90

R package to interface with OpenML

Wtalc Pytorch ⭐ 87

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

Tartarus ⭐ 86

Deep Learning for audio and text

Nlu_datasets_with_task_oriented_dialogue ⭐ 85

datasets of natural language understanding and dialogue state tracking

Fast and explainable clustering in Python

Deep Learning Paper Datasets Notes ⭐ 82

Paper-Datasets-Notes

Orbit Dataset ⭐ 82

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Pytorch Image Classification ⭐ 79

Classifying cat and dog images using Kaggle dataset

Deeplearn_hsi ⭐ 79

Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

Facies_classification_benchmark ⭐ 78

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

Awesome Datasets ⭐ 78

A curated list of awesome datasets for papers/experiments/validation.

Music Genre Classification With Deep Learning ⭐ 76

Using deep learning to predict the genre of a song.

Crop/Weed Field Image Dataset

Keras_zoo ⭐ 74

Keras implementation of Classification, Detection and Segmentation Networks

Nn Scratch ⭐ 74

Coding up a Neural Network Classifier from Scratch

Malware_api_class ⭐ 72

Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers

3w_dataset ⭐ 69

The first realistic and public dataset with rare undesirable real events in oil wells.

Url Categorization Using Machine Learning ⭐ 65

Text Classification ⭐ 64

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

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