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Search results for python feature extraction

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290 search results found

Efficientnet Pytorch ⭐ 6,577

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Keras Bert ⭐ 2,281

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Towhee ⭐ 2,273

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Dimensionality_reduction_alo_codes ⭐ 1,949

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

Awesome_time_series_in_python ⭐ 1,811

This curated list contains python packages for time series analysis

Feature_engine ⭐ 1,425

Feature engineering package with sklearn like functionality

Facerec ⭐ 906

Implements face recognition algorithms for MATLAB/GNU Octave and Python.

Pyradiomics ⭐ 902

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

Pykaldi ⭐ 899

A Python wrapper for Kaldi

Speechpy ⭐ 828

💬 SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/

Feature Engineering And Feature Selection ⭐ 798

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

An intuitive library to extract features from time series.

Feature Selection ⭐ 475

Features selector based on the self selected-algorithm, loss function and validation method

Medical image processing in Python

Featurewiz ⭐ 414

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Surfboard ⭐ 369

Novoic's audio feature extraction library

A query / expression language for performing computations on JSON-like structures. Tuned for clientside ML feature extraction.

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

Nlpython ⭐ 302

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Flexible time series feature extraction & processing

Video_features ⭐ 282

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Automated feature extraction in Python

Feature Engineering For Machine Learning ⭐ 268

Code repository for the online course Feature Engineering for Machine Learning

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML pipeline from hundreds of public and premium external data sources optimized for ML models with LLMs and other NNs

Computer Vision Guide ⭐ 204

📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

Speech_signal_processing_and_classification ⭐ 203

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of th

Bert Attributeextraction ⭐ 185

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

Pyaudioprocessing ⭐ 175

Audio feature extraction and classification

Antropy ⭐ 168

AntroPy: entropy and complexity of (EEG) time-series in Python

Tf_featureextraction ⭐ 167

Convenient wrapper for TensorFlow feature extraction from pre-trained models using tf.contrib.slim

Opensmile Python ⭐ 163

Python package for openSMILE

Color_recognition ⭐ 148

Color Recognition on a Webcam Stream / on Video / on a Single Image using K-Nearest Neighbors (KNN) is Trained with Color Histogram Features.

Msmbuilder ⭐ 124

🏗 Statistical models for biomolecular dynamics 🏗

Music Emotion Recognition ⭐ 117

A Machine Learning Approach of Emotional Model

Audioowl ⭐ 116

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

Lingfeat ⭐ 113

LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

Pyhsiclasso ⭐ 111

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

Twitterbots ⭐ 109

The code used in the "Don't @ Me: Hunting Twitter Bots at Scale" Black Hat presentation

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

Siftimagesimilarity ⭐ 100

Interactive code for image similarity using SIFT algorithm

Baidu Dogs ⭐ 99

Baidu competition for classifying dogs. More information is provided at http://js.baidu.com

Video_feature_extractor ⭐ 98

Easy to use video deep features extractor

CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description

Single-cell ATAC-seq analysis via Latent feature Extraction

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

Open Reid Tracking ⭐ 76

open-reid with PCB, IDE, triplet, ZJU; MOT/MTMCT feature extraction support included

Pytorch Model Compare ⭐ 71

Compare neural networks by their feature similarity

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

Graphrole ⭐ 66

Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)

Carnd Transfer Learning Lab ⭐ 64

Text Analysis through handcrafted features extraction; More than 200 pre-implemented features.

Image_features ⭐ 60

Extract deep learning features from images using simple python interface

Subtitle Synchronization ⭐ 59

Time Series Classification ⭐ 59

Classifying time series using feature extraction

Python Implementation of Feature Extraction with K-Nearest Neighbor

Python implementation of "Elliptic Fourier Features of a Closed Contour"

Nba_betting ⭐ 50

Using data analytics and machine learning to create a betting system for the 2023/2024 NBA season.

Open source software for image feature extraction.

Mixingbear ⭐ 45

Package for automatic beat-mixing of music files in Python 🐻🎚

Easy-to-Use C++ Computer Vision Library

A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

Bottom Up Features ⭐ 44

Bottom-up features extractor implemented in PyTorch.

Fedot.industrial ⭐ 42

Python framework for automated time series classification, object recognition and anomaly detection

Slowfast_feature_extractor ⭐ 41

Feature Extractor module for videos using the PySlowFast framework

feATURE eXTRACTOR FOR tIME sERIES

Deepmalwaredetector ⭐ 40

A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

S Tsfe Dl ⭐ 40

Time Series Feature Extraction using Deep Learning

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob

Protlearn ⭐ 38

A Python package for extracting protein sequence features

Fast_dense_feature_extraction ⭐ 38

A Pytorch and TF implementation of the paper "Fast Dense Feature Extraction with CNNs with Pooling Layers"

Music Genre Classification ⭐ 37

Automatic Music Genre Classification with Machine Learning Techniques

An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.

Documentfeatureselection ⭐ 37

A set of metrics for feature selection from text data

Zero Shot Learning ⭐ 36

Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings

Textfeatureextraction ⭐ 36

Self complemented text feature extraction using algorithms including CHI, DF, IG, MI for the experiment of text classification based on sogou online news，基于卡方检验CHI，文档频率DF, 信息增益IG，互信息MI的文本特征提取与实现

Segmentationcnn ⭐ 36

Music segmentation using convolutional neural networks.

[TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification".

This is the public repository for eigenvector-based SALSA features for polyphonic sound event localization and detection.

Imsearch ⭐ 32

Framework to build your own reverse image search engine

Vae Audio ⭐ 32

Variational auto-encoders for audio

Feature Based Opinion Mining ⭐ 32

Extracting all the features of a product from its reviews, giving every feature a score (depending on the user reviews) and also ranking the reviews based on their usefulness

Place Recognition ⭐ 31

Visual Place Recognition implemented in PyTorch

Face Recogntion Detection ⭐ 30

Face Recognition/Detection (image/video) using skin tone threshold algorithm, haar cascade for face detection and LBPH for face recognition. It also implements the concept of multithreaded server with multiple clients.

Mapextrackt ⭐ 29

Pytorch Feature Map Extractor

Biopeaks ⭐ 28

biopeaks: a graphical user interface for feature extraction from heart- and breathing biosignals

Cuff_less_bp_prediction ⭐ 27

Prediction of Blood Pressure from ECG and PPG signals using regression methods.

Lightweight Image Featurization Made Easy

Kaggle Pipeline ⭐ 27

Indivisible ⭐ 26

Aggregating call to action sites into a single application.

Openmosaic ⭐ 26

python implementation of a photo mosaic software

Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,

Dyamic_graph_representation ⭐ 22

Official Dynamic Graph Representation PyTorch implement for iris/face recognition

Highly Comparative Graph Analysis - Code for network phenotyping

Semantic Superpoint ⭐ 21

Official implementation of Semantic SuperPoint (LARS-2022): https://arxiv.org/abs/2211.01098

Ospaf Primary ⭐ 21

Ospaf project is an open source project maturity analysis tool, is an open source project consists of two modules, namely, data acquisition module, machine learning modules. Through the open source project on github feature extraction, using machine learning algorithms modeling, to construct a scoring model on open source projects.

Kivyandroidclassification ⭐ 21

Image Classification for Android using Artificial Neural Network using NumPy and Kivy.

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