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10 search results found

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Machinelearning ⭐ 4,895

Basic Machine Learning and Deep Learning

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Machine Learning Note ⭐ 414

机器学习笔记

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Cnn Svm ⭐ 151

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Malware Classification ⭐ 140

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

Sentencesentimentclassifier ⭐ 92

Sentiment Classifier base on traditional Maching learning methods, eg Bayes, SVM ,DecisionTree, KNN and Deeplearning method like MLP,CNN,RNN(LSTM). 基于机器学习与深度学习方法的情感分析算法实现与对比，包括决策树，贝叶斯，KNN, SVM ,MLP, CNN, LSTM实现

Defect Detection Classifier ⭐ 70

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

11k Hands ⭐ 52

Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

Orl_faces ⭐ 50

ORL人脸识别不同算法的实现，用到了scikit-learn,tensorflow等，任选5张训练，算法识别率 bp神经网络 0.8 pca+bp神经网络 0.85 小波变换+pca+bp神经网络 0.95 CNN 0.98 小波变换+pca+SVM 0.98####同时希望大家提出宝贵意见，欢迎学习交流，如果你喜欢该项目，请star或者fork一下

Cnn_ucmerced Landuse_caffe ⭐ 42

Based on the deep learning framework (Caffe), the classification of the optical remote sensing image UCMerced LandUse dataset was completed.

Image Forgery Detection Cnn ⭐ 39

Image forgery detection using convolutional neural networks. Group 10's final project for TU Delft's course CS4180 Deep Learning 2019.

Anomaly Detection Iot23 ⭐ 34

A research project of anomaly detection on dataset IoT-23

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Linear Svm On Top Of Cnn Example ⭐ 30

Simple example showing how to use intermediate CNN layer activations as feature vectors for training a linear SVM, to create a custom image classifier

Cnn Svm Chinese Text Classification ⭐ 29

Machine Learning Course at IIT Bhilai

Diabetic Retinopathy Detection ⭐ 26

DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretability,

Machine Learning Models ⭐ 26

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

Face Anti Spoofing ⭐ 25

This is a project about detecting spoofing in images using CNN and SVM

Sentimentanalysis ⭐ 21

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Speech_emotion_detection ⭐ 18

Speech_Emotion_detection-SVM,RF,DT,MLP

Autoblur Cnn Features ⭐ 17

Script to extract CNN deep features with different ConvNets, and then use them for an Image Classification task with a SVM classifier with lineal kernel over the following small datasets: Soccer [1], Birds [2], 17flowers [3], ImageNet-6Weapons[4] and ImageNet-7Arthropods[4].

Deepretinalclassification ⭐ 16

3-Class Retinal Classification via Deep Network Features and SVM Classifier (Academic Research Use)

Spoken Keyword Spotting ⭐ 16

In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.

Image_classification_with_5_methods ⭐ 15

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

Human Action Recognition And Video Classification Using Svm And Deep Cnn ⭐ 14

Imageretrival ⭐ 13

以图查图，52各类，每类24张图，使用了cnn提特征和传统的sift bow结合svm几种组合方式

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

Fingerprintlivenessdetection Project ⭐ 13

Codes for Kaggle Competitions

Mixtureofexperts ⭐ 12

Master Thesis. Code written in python. (Keras with Tensorflow backend)

Speechrecognition ⭐ 10

Small-footprint Keyword Spotting

Real Time Parking Occupancy Detection ⭐ 10

Implementation of "Real-time image-based parking occupancy detection using deep learning, Acharya, D., Yan, W., & Khoshelham, K. 2018"

Sign Language Character Recognition ⭐ 10

American Sign Language Character Recognition

Optical Comm Ml ⭐ 9

Machine learning for optical communication over a dispersive fiber

In Depth Ml ⭐ 9

In depth machine learning resources

Pneumonia Detection ⭐ 9

🎈 A two-headed classification model to detect pneumonia using neural networks and traditional machine learning.

Object Detection ⭐ 8

Object Detection in an Image Applying Deep Q-Network

Ai_mentoring ⭐ 8

Tensorflow를 알고 인공지능을 응용할 수 있도록 공부합니다.

Pyfaceproject ⭐ 7

An undergraduate project to evaluate classifiers for facial expression recognition.

Sign Language Recognition Using Scikit Learn And Cnn ⭐ 7

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

Implementation_of_rcnn ⭐ 7

We implement RCNN algorithm for object detection from an Images.

Handwritten Digits Recognition ⭐ 7

Automatically recognize handwritten digits from photos. Handwritten digits recognition by CNN and SVM.

Chainer Abcnn ⭐ 7

Re-implementation of Attention-Based Convolutional Neural Network (ABCNN) by Chainer

Breastcancer Classifier ⭐ 6

Automating breast cancer diagnosis using histological data

Hsi Toolbox ⭐ 6

Hyperspectral CNN compression and band selection

Speech Emotion Recognization ⭐ 6

Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures

Classifier ⭐ 6

Machine learning code, derivatives calculation and optimization algorithms developed during the Machine Learning course at Universidade de Sao Paulo. All codes in Python, NumPy and Matplotlib with example in the end of file.

100daysofmlcode ⭐ 6

100 days ML challenge by Siraj Raval

Cifar10 Classifier ⭐ 6

Comparing CNN+Softmax with CNN+SVM on CIFAR 10 Dataset

Respiratorydiseasesclassification ⭐ 5

분류지렸죠 팀, 호흡기 소리 분석을 통한 질병 분류 (2019)

Spec Img Finesse ⭐ 5

Project for Machine Learning and Physical Applications Class - Hyperspectral image classification using SVM, and CNN with layer pruning and layer compression.

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