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210 search results found

Geomfmaps_pytorch ⭐ 23

A minimalist pytorch implementation of: "Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence"

Highly Comparative Graph Analysis - Code for network phenotyping

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.

Semantic Superpoint ⭐ 21

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

Kivyandroidclassification ⭐ 21

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

Soft Attention Image Captioning ⭐ 20

tensorflow implementation of show, attend and tell (ICML'15)

Autonfeat ⭐ 20

A High Performance Library for Time-Series Featurization.

Real-time audio analysis library, support acoustic feature extraction and real-time beats detection

Gencoding ⭐ 19

The scalable bug search for binaries

Spiking_resnet ⭐ 18

Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

Novoic's linguistic feature extraction library

Graph Based Tc ⭐ 18

Graph-based framework for text classification

Keras implementation of "DFNet: Discriminative feature extraction and integration network for salient object detection"

pyace: A python implementation of automatic chord estimation (ACE) from audio

Topo Descriptors ⭐ 17

A python library to extract topographical features from elevation data.

Wavthruvec_pytorch ⭐ 17

An implementation of Charactr, Inc's "WavThruVec: Latent speech representation as intermediate features for neural speech synthesis"

Music Feature Extraction and Analysis

Accessfaceid ⭐ 17

Face Detection, verification and recognition in Near real time on CPU brewing with all the SOTA all over

Dedode Onnx Tensorrt ⭐ 17

ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀

Breast Cancer Sub Types ⭐ 17

A novel self-supervised feature extraction method using omics data is proposed which improves classification in most of the classifiers.

Keras Bert Tpu ⭐ 16

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

Deep Learning Melanoma ⭐ 16

Classification and Segmentation of melanoma images using Deep Learning

Audio_emotion_analysis ⭐ 16

The library is useful for analyzing the emotions present in any audio file(call/music/recordings) into three classes namely positive, negative, neutral.

Deep Learning ⭐ 15

This repo provides projects on deep-learning mainly using Tensorflow 2.0

Polytope ⭐ 15

A library for extracting polytope "features" from datacubes

Hero_video_feature_extractor ⭐ 15

Video Feature Extraction Code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"

50 Days Of Statistics For Data Science ⭐ 15

This repository consist of a 50-day program. All the statistics required for the complete understanding of data science will be uploaded in this repository.

Diabetic Retinopathy Feature Extraction Using Fundus Images ⭐ 14

Diabetic Retinopathy is a very common eye disease in people having diabetes. This disease can lead to blindness if not taken care of in early stages, This project is a part of the whole process of identifying Diabetic Retinopathy in its early stages. In this project, we'll extract basic features which can help us in identifying Diabetic Retinopathy in its early stages.

Collageradiomics ⭐ 14

Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.

Dockingml ⭐ 14

A package for MD, Docking and Machine learning drug discovery pipeline

Radiomics Tools ⭐ 14

Image processing tools for radiomics analysis

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

Openmosaic ⭐ 13

Open-source and extensible radar mosaic creation in Python

Bluepyefe ⭐ 13

BluePyEfe: Blue Brain Python E-feature extraction

Protfeat ⭐ 13

ProtFeat is protein feature extraction tool that utilizes POSSUM and iFeature.

Kaggle Stumbleupon2013 ⭐ 13

My entry to the Kaggle 2013 StumbleUpon competition. Ranked 4th on the final private leaderboard.

Orbitalfeatures ⭐ 13

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

Feature Learning ⭐ 13

Implement publications on feature extraction using Tensorflow with examples of images and signal as input of networks

Sngramextractor ⭐ 12

Python package code repo for Implementation of syntactic n-grams (sn-gram) extraction

Unsupervised Deep Autoencoders for Feature Extraction with Educational Data

Mhealthx ⭐ 12

mhealthx is a software pipeline that automates feature extraction from mobile health data saved as a Synapse project (synapse.org).

Forschungszentrum Jülich Neuroimaging Feature Extractor

Breakhist Dataset Image Classification ⭐ 12

BreakHist Dataset contains histopathological images of eight types of breast cancer, including four benign cancer and for malignant cancer. In this project, I have trained and fined tuned many of the existing CNN models to get over 80% accuracy in multi-class classification.

Hr Analytics ⭐ 12

Analyzing the HR Criteria of a Company and how they promote their Employees and keep Balance between them using Data Analytics, Data Visualizations, and Machine Learning Models for Classification Purposes.

Fb_duckling ⭐ 12

python wrapper for facebook's duckling

WAZEN is an Arabic NLP text utility to find word variation pattern.

Jgtextrank ⭐ 10

jgtextrank: Yet another Python implementation of TextRank

Interactive ML Toolset

Protein Feature Extraction ⭐ 10

Python code to extract features from Protein sequences for Machine Learning/Deep Learning

Deep Learning Gene Expression ⭐ 10

Deep learning methods for feature selection in gene expression autism data.

Contextfeatureextractor ⭐ 10

A neural text process python lib for context-based feature extraction on Seq-Tagging data.

Pytorch Ivectors ⭐ 10

GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An example script is provided for VoxCeleb data.

Wordview ⭐ 10

A Python package for Exploratory Data Analysis (EDA) for text-based data.

Ekg_analysis ⭐ 9

EKG Analysis code for the MI3 intern group at CHOC Children's

Brainnet Ml Toolbox ⭐ 9

Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

L3wtransformer ⭐ 9

A word hashing method based on vectors of letter n-grams. Currently transforms text into sequences of numbers.

Pyconvnetphash ⭐ 9

image perceptual hash experiment using convolutional neural net models

Ddiextraction ⭐ 9

Detecting drug-drug interaction (DDI) has become a vital part of public health safety. This project is an implementation of NLP based approach for such relation extraction between entities.

Insight Ai Project Laibelnet ⭐ 9

Castor_krfe ⭐ 9

Alignment-free method to identify and analyse discriminant genomic subsequences within pathogen sequences

Keras_ernie ⭐ 9

Pre-trained ERNIE models could be loaded with Keras for feature extraction and prediction.

Histogram-weighted Networks for Connectivity & Advanced Analysis in Neuroscience

Eegfeatures ⭐ 9

EEG Features to be extract from raw data.

Neural Ode Features ⭐ 8

Pytorch code to train image classifiers based on ODE Nets on MNIST and CIFAR-10, extract features and test robustness to adversarial examples

Mb_milvus ⭐ 8

Image Similarity search build on Milvus

Extractor ⭐ 8

A library for binaries feature extraction

Hand Gesture Recognition Machine Learning ⭐ 8

Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador

Multi Focus Image Fusion Via Gcf ⭐ 8

Python implementation of the paper "Fusion of multi-focus images via a Gaussian curvature filter and synthetic focusing degree criterion"

Dimensionality Reduction With Autoencoder ⭐ 8

Using Autoencoder for dimensionality reduction and feature extraction

Deep Neural Network For Clustering ⭐ 8

Autoencoders - a deep neural network was used for feature extraction followed by clustering of the "Cancer" dataset using k-means technique

Image2cad ⭐ 8

An application to translate raster image of CAD drawing sheet to a user editable DXF format.

Lightcurvesclassifier ⭐ 8

Package for machine learning of astronomical objects such as light curves

Python Orb Slam3 ⭐ 8

A Python wrapper of ORB-SLAM3 feature extraction algorithm.

Dog Saliency ⭐ 8

reference implementation of Real-time Salient Object Detection based on Division of Gaussians [Katramados/Breckon, 2011]

Deep_features ⭐ 8

A ROS package for deep CNN-based feature extraction and publishing

Matching space stereo networks - MSNet, with improved generalization properties

Eeg_signalsclassification ⭐ 7

Preprocessing, analysis and classification of EEG signals into 4 classes.

Bovw Lstm ⭐ 7

Layer of feature extraction

Transfer Learning Pytorch Implementation ⭐ 7

Hand written digit recognition implementation with different models

Feature extraction for overall survival prediction in BraTS 2019 challenge

Feature Extraction For Sentiment Analysis With Logistic Regression And Naive Bayes ⭐ 7

Uses Word2Vec/Doc2Vec and traditional NLP techniques

Bucktsong_segmentalist ⭐ 7

Unsupervised segmentation and clustering of Buckeye English and NCHLT Xitsonga corpora.

Nestedsubtreehash ⭐ 7

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

Xrayimage_extractfeatures ⭐ 7

Extract GLCM, Region Properties, and Moments related features in a line of code and then get those into a data-frame.

Mockingjay Speech Representation ⭐ 7

Official Implementation of Mockingjay in Pytorch

Rsna Pulmonary Embolism Detection ⭐ 7

kaggle - RSNA STR Pulmonary Embolism Detection

Jsonvectorizer ⭐ 7

Tools for extracting vector representations of JSON documents

Face Recognition With Attendance System ⭐ 7

Cancerous_cells_scans_processing ⭐ 7

Predict survival time from PET scans

Step Detection Using Machine Learning ⭐ 6

Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data generated during the experiment has led to helpful insights in to the problem domain.

Video_analytics ⭐ 6

Video and images preprocessing and feature extraction.

Reproducible research code for the experiments presented in our article "Kara1k: a karaoke dataset for cover song identification and singing voice analysis" published at IEEE ISM 2017

Electrical Devices Identification Model ⭐ 6

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

Ifcb Tools ⭐ 6

Get your IFCB data ready for EcoTaxa.

Hsi Toolbox ⭐ 6

Hyperspectral CNN compression and band selection

Heading Date Estimation ⭐ 6

Implementation of "Automatic Estimation of Heading Date of Paddy Rice using Deep Learning"

Xbob.spkrec ⭐ 6

Speaker recognition library including feature extraction, background training, client enrolment, and score computation

Feature Extraction from Signals e.g. for Audio Feature Extraction and Processing.

Highly efficient GLCM/X-GLCM feature extractor for python.

Speech To Emotion ⭐ 6

Emotion is an intuitive feeling which can be determined from any person’s circumstances and surroundings. But in this project, we tried to identify the emotional state of a person using his voice as input.

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