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170 search results found

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Tensorflow Book ⭐ 4,443

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Bert Chinese Text Classification Pytorch ⭐ 3,156

使用Bert，ERNIE，进行中文文本分类

Pygcn ⭐ 2,952

Graph Convolutional Networks in PyTorch

Text Classification Cnn Rnn ⭐ 2,950

CNN-RNN中文文本分类，基于TensorFlow

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Dl 4 Tsc ⭐ 1,249

Deep Learning for Time Series Classification

Pointcnn ⭐ 1,176

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Attention Gated Networks ⭐ 1,099

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

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

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Five Video Classification Methods ⭐ 960

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

Character-level Convolutional Networks for Text Classification

Cnn Text Classification Pytorch ⭐ 807

CNNs for Sentence Classification in PyTorch

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Keras Gcn ⭐ 735

Keras implementation of Graph Convolutional Networks

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Arl Eegmodels ⭐ 622

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Cnn For Sentence Classification In Keras ⭐ 557

Convolutional Neural Networks for Sentence Classification in Keras

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Eeglearn ⭐ 518

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

Food Recipe Cnn ⭐ 502

food image to recipe with deep convolutional neural networks.

PyTorch deep learning models for document classification

Machine_learning_and_deep_learning ⭐ 492

Pytorch Image Classification ⭐ 475

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

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

RMDL: Random Multimodel Deep Learning for Classification

Lstm Fcn ⭐ 388

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

Ucr_time_series_classification_deep_learning_baseline ⭐ 385

Fully Convlutional Neural Networks for state-of-the-art time series classification

Tensorflow Image Classification ⭐ 358

CNN for multi-class image recognition in tensorflow

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Tensorflow Resources ⭐ 327

Curated Tensorflow code resources to help you get started with Deep Learning.

Vehicle Car Detection And Multilabel Classification ⭐ 323

使用YOLO_v3_tiny和B-CNN实现街头车辆的检测和车辆属性的多标签识别 Using yolo_v3_tiny to do vehicle or car detection and attribute's multilabel classification or recognize

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Edgenext ⭐ 302

[CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".

Video Classification 2 Stream Cnn ⭐ 293

Video Classification using 2 stream CNN

Scisharp Stack Examples ⭐ 292

Practical examples written in SciSharp's machine learning libraries

Hybridsn ⭐ 276

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

Chinese Text Classification ⭐ 276

Chinese-Text-Classification，Tensorflow CNN（卷积神经网络）实现的中文文本分类。QQ群：522785813，微信群二维码：http://w

Quantized Cnn ⭐ 271

An efficient framework for convolutional neural networks

HDLTex: Hierarchical Deep Learning for Text Classification

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Graph_nn ⭐ 244

Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)

Mlstm Fcn ⭐ 241

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Cnn Rtlsdr ⭐ 235

Deep learning signal classification using rtl-sdr dongle

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Magnetloss Pytorch ⭐ 213

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Caffe Deepbinarycode ⭐ 207

Supervised Semantics-preserving Deep Hashing (TPAMI18)

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Mobilenet V2 ⭐ 201

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Conformer ⭐ 188

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

3dcnn.torch ⭐ 184

Volumetric CNN for feature extraction and object classification on 3D data.

Graph Cnn In 3d Point Cloud Classification ⭐ 179

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

Cnn 3d Images Tensorflow ⭐ 176

3D image classification using CNN (Convolutional Neural Network)

Shukongdashi ⭐ 168

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家

Bonnetal ⭐ 167

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

Text Emotion Classification ⭐ 165

Archived - not answering issues

Hey Waldo ⭐ 163

Labeled images of the Where's Waldo puzzle for use in classification and image recognition problems.

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Textclassification ⭐ 153

several methods for text classification

Cnn Svm ⭐ 151

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

Nlp Beginner Guide Keras ⭐ 149

NLP model implementations with keras for beginner

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Cnn Lstm ⭐ 143

CNN LSTM architecture implemented in Pytorch for Video Classification

Malware Classification ⭐ 140

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

Mstar_deeplearning_project ⭐ 137

Radar target classification, detection and recognition using deeplearning methods on MSTAR dataset

Cnn Sentence Classifier ⭐ 135

Implementation of "Convolutional Neural Networks for Sentence Classification" paper

A2s2k Resnet ⭐ 132

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

Ieee_tgrs_gcn ⭐ 129

Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Classification, IEEE Trans. Geosci. Remote Sens., 2021, 59(7): 5966-5978.

Simpsonrecognition ⭐ 128

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

Sign Language Alphabet Recognizer ⭐ 124

Simple sign language alphabet recognizer using Python, openCV and tensorflow for training Inception model (CNN classifier).

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Model Quantization ⭐ 116

Collections of model quantization algorithms

Cnn Sentence Classification Pytorch ⭐ 115

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

Textmining Tutorial ⭐ 115

(한국어) 텍스트 마이닝을 위한 공부거리들

Deep Listening ⭐ 112

Deep Learning experiments for audio classification

Text_gcn.pytorch ⭐ 111

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

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