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Search results for keras classification
classification
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keras
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316 search results found
Keras_bag_of_tricks
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39
Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras
Music Artist Classification Crnn
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38
Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"
Mirapy
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37
MiraPy: A Python package for Deep Learning in Astronomy
Eeg_classification
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37
EEG Sleep stage classification using CNN with Keras
Macadam
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37
Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti
Emotionclassifier
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36
real-time face detection and emotion classification
Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras
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36
What makes convnets so powerful at image classification?
Covid Cxnet
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35
COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807
Text_multi Class_multi Label_classification
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33
Reuters-21578 multi-class multi-label Classification with Keras
Text Classification Cn
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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
Landuse_classification
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33
Land Use Classification using Convolutional Neural Network in Keras
Birdsong Keras
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32
Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDCLEF 2016 competition. Can be fine-tuned to arbitrary audio classification task.
Carnd Keras Lab
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31
Text Classification Lstms Pytorch
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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.
Seismodl101
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30
Tutorial on seismic signal/noise classification; from linear to deep classifiers
Gender Age Classification
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29
gender/age classification
Lstm Attention
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29
Attention-based bidirectional LSTM for Classification Task (ICASSP)
Cnn Question Classification Keras
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29
Chinese Question Classifier (Keras Implementation) on BQuLD
Deep Learning For Biology Hse 2018 Course
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29
Deep Learning for Biology course materials / Higher School of Economics, 2018
Motor Imagery Tasks Classification Using Eeg Data
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29
Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data
Deep_learning_projects
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28
Thyroid Us
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28
Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)
Notebooks
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27
Various notebooks we're working on from either our blog cfe.sh/blog or as general research.
Fire Detection Uav Aerial Image Classification Segmentation Unmannedaerialvehicle
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27
Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))
Keras Audio
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27
keras project for audio deep learning
10_days_of_deep_learning
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26
10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras
Keras Remote Sensing Image Retrieval
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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.
Tata_innoverse_solverhunt8
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25
Tata_Innoverse_SolverHunt8 Submission , Real time face mask detection and social distancing detector
Keras Multiclass Image Classification
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24
Multiclass image classification using Convolutional Neural Network
Servenet
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24
Service Classification based on Service Description
Tensorflow_basics
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23
Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.
Ml Spam Sms Classification
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23
Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification
Flask Deep Learning Nlp Api
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23
Flask API to productize a document classification model. Classification model was built using Keras with tensorflow backend
Chestrays Ml Classification
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23
Keras and TF convolutional NN classification test repo
Learning Deep Features For One Class Classification
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22
#Deep One class #Anomaly Detection
Deepsentipers
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22
Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
Deeplearningexamples
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22
Deep learning examples with Python and Tensorflow & Keras.
Kaggle Dog Breed Classification
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22
This is the baseline of Kaggle-dog-breed-classification on Python, Keras, and TensorFlow.
Img_ai_app_boilerplate
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22
An image classification app boilerplate to serve your deep learning models asap!
Machine Learning Notebooks
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22
15+ Machine/Deep Learning Projects in Ipython Notebooks
Style Classification
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22
Scene Text Detection and Style Classification into Machine Printed and Handwritten Text
Ssun
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22
Spectral-Spatial Unified Networks for Hyperspectral Image Classification
Moviescope
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21
Using movie trailers to identify Genre | Deep Learning for Video Classification
Directional_cnns
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21
Source code repository for the SMC paper "Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters".
Deep Neural Network With Keras Python Satellite Image Classification
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20
Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification
Car Detection Model Prediction
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20
Waveletcnn
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19
Wavelet CNN, Texture Classification in Keras
Active Explainable Classification
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19
A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification
Finetune_bert
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19
finetune with keras
Deepometry
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18
Image classification for imaging flow cytometry.
Ceal_keras
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18
Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper
Deep Char Cnn Lstm
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18
Deep Character CNN LSTM Encoder with Classification and Similarity Models
Skin_disease_ai
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18
A Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.
Car Sound Classification With Keras
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17
Car engine sound classification with Keras Deep learning library using spectro analysis pictures of sounds
Ecg Atrial Fibrillation Classification Using Cnn
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17
This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.
Bird_watch
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17
A Deep Learning based Bird Image Identification System
Lidc Binary Classification
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17
This repository contains code to pre-process the LIDC-IDRI dataset of CT-scans with pulmonary nodules into a binary classification problem, easy to use for learning deep learning
Cross_target_stance_classification
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17
Keras implementation for CrossNet in paper "Cross-Target Stance Classification with Self-Attention Networks"
Emotion And Gender Classification
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2 networks to recognition gender and emotion; face detection using Opencv or Mtcnn
Relation Classification
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16
Relation Classification - SEMEVAL 2010 task 8 dataset
Yellowfin_keras
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16
Modified version of the YellowFin optimizer for TensorFlow to work with the Keras API [not actively maintained]
Banana Ripeness Classification
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16
Banana ripeness classification using Neural Networks.
Cnn_gru_ctc
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16
基于传统多标签的定长验证码识别和基于GRU+CTC的不定长验证码识别
Basicsmusicalinstrumclassifi
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Basics of Musical Instruments Classification using Machine Learning
Keras_inceptionv3_binary_classification
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16
Keras implementation of InceptionV3 convolutional neural network in solving binary classification problems
Skin Cancer Image Classification
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16
Skin cancer classification using Inceptionv3
Dl Relu
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16
Deep Learning using Rectified Linear Units (ReLU)
Interpretable Han For Document Classification With Keras
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16
Keras implementation of hierarchical attention network for document classification with options to predict and present attention weights on both word and sentence level.
Textlearnr
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16
A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.
Keras_compact_bilnear_cnn
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16
This is an implementation of compact bilinear CNN using keras
Question Classification With Multi Level Attention Mechanism And Keras
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15
question classification with multi-level attention mechanism 使用多层级注意力机制和keras实现问题分类
Machine Learning Detect Cancer
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15
Using machine learning to classify lesions in breast ultrasound images
Landmarks Recognition
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15
🏛 Landmarks classification models built with Keras
Kaggle Cdiscount Image Classification Challenge
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15
Probabilistic Rnn Da Classifier
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15
Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model
Whatfood
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15
Food classification using deep learning
Ml_course
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15
"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019
Pointnet2 Tensorflow2
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15
Pointnet++ modules implemented as tensorflow 2 keras layers.
Nts Net Keras
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15
Learning to Navigate for Fine-grained Classification.
Max Central Repo
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15
Central Repository of Model Asset Exchange project. This repository contains information about the available models, current project status, contribution guidelines and supporting assets.
Tensorflow Crack Classification
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15
CNN for crack classification, intended for use in a crack inspection pipeline (see references).
Dog Cat Classification
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14
This is a Flask app that can classify images of dog and cat. The underlying model is a CNN trained using Keras framework
Lung_diagnostics
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14
Keras implementation of Noise Masking RNN for respiratory sound classification
Short Text Classification
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14
Short Text Classification with Deep Neural Networks: An Experimental Analysis
Keras Aquarium
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14
a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.
Cnn Text Classification Keras
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14
Convolutional Neural Network for Text Classification in Keras
Awesome Tensorflow2
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14
基于Tensorflow2开发的优秀扩展包及项目
Deep Learning Projects
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13
Best Deep Learning Projects for Advanced Learners
Audio Scene Classification
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13
Scene Classification using Audio in the nearby Environment.
Keras For Computer Vision
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13
Introductions to Keras to perform computer vision tasks, with data exploration, error analysis and improving results.
Workshop Keras Dnn
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13
Urban Sound Classification Keras
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13
Deakin Ai Challenge2021
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13
The Deakin Simpsons challenge 2021 is a computer vision competition for which the goal is to recognize Simpsons characters individually in images using machine learning/deep learning. The challenge is designed to provide students with the opportunity to work as team members, to compete with each other, and to enhance the student learning experience by improving their AI modeling, problem-solving, and team-working skills.
Deep Learning Course
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13
Deep Learning with TensorFlow and Keras
Keras_image_classifier
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13
use keras to do image classification tasks
Vgg16 Model Transfer Learning
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13
Transfer learning using tensorflow VGG16 image classification model
Beetle Tracking
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13
Using Tracking-by-Detection and Multi-classification to track and identify each beetle path
Image Classification Transfer Learning
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12
Building ResNet152 Model for Image Classification with Small Dataset (95% accuracy) | Tensorflow 2.0
Satellite Images Classification With Keras R
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Deep Neural Network with keras-R (TensorFlow GUP backend): Satellite-Image Classification
Convlstm Computer Vision For Structural Health Monitoring Shm And Nondestructive Testing Ndt
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12
Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing
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