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Search results for deep learning classification

classification x

deep-learning x

703 search results found

Shufflenet ⭐ 368

ShuffleNet Implementation in TensorFlow

High-level batteries-included neural network training library for Pytorch

Adversarial_autoencoder ⭐ 356

A wizard's guide to Adversarial Autoencoders

A deep learning tool for time series classification and regression

Satellite Imagery Datasets Containing Ships ⭐ 340

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Hms Ml Demo ⭐ 333

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

Chexnet ⭐ 331

A pytorch reimplementation of CheXNet

Tensorflow Resources ⭐ 327

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

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

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Crossformer ⭐ 302

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

100daysofmlcode ⭐ 302

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍

Keras Classification Models ⭐ 301

Collection of Keras models used for classification

The PatchCamelyon (PCam) deep learning classification benchmark.

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

Awesome Noah ⭐ 290

:octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Papernote ⭐ 269

paper note, including personal comments, introduction, code etc

Argus Freesound ⭐ 266

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Trojanzoo ⭐ 260

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

Diffusion Classifier ⭐ 255

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

HDLTex: Hierarchical Deep Learning for Text Classification

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Node Efficientnet ⭐ 245

tensorflowJS implementation of EfficientNet 🚀

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Bigdata18 ⭐ 230

Transfer learning for time series classification

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Caffe2 Ios ⭐ 215

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

Magnetloss Pytorch ⭐ 213

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

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

Text Cnn Tensorflow ⭐ 211

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

Imageatm ⭐ 209

Image classification for everyone.

Caffe Deepbinarycode ⭐ 207

Supervised Semantics-preserving Deep Hashing (TPAMI18)

Input Convex Neural Networks

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Deeplung ⭐ 200

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

Smooth Topk ⭐ 199

Smooth Loss Functions for Deep Top-k Classification

Geospatial Machine Learning ⭐ 196

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

Machine Learning Online 2018 ⭐ 195

ML Online Course Repository. Course videos on online.codingblocks.com

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Deepfashion ⭐ 193

Apparel detection using deep learning

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Sparse Evolutionary Artificial Neural Networks ⭐ 187

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Transfer Learning Suite ⭐ 185

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

Neat Vision ⭐ 175

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

Pytorch Cifar Models ⭐ 174

Pretrained models on CIFAR10/100 in PyTorch

Modelzoo ⭐ 174

Awesome Cell Detection Segmentation ⭐ 169

nucleus/cell and histopathology image classification,detection,segmentation

Graph Representation Learning ⭐ 168

Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)

Hey Waldo ⭐ 163

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

This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".

Iciar2018 ⭐ 159

Our solution for ICIAR 2018 Grand Challenge

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Dl With Bayes ⭐ 158

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

All4nlp ⭐ 157

All For NLP, especially Chinese.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Notebooks ⭐ 156

Jupyter Notebooks with Deep Learning Tutorials

Cnn Svm ⭐ 151

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

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

Autoannotationtool ⭐ 149

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

Deep Kernel Transfer ⭐ 142

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

Malware Classification ⭐ 140

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

Anomalydetectiontransformations ⭐ 137

A simple and effective method for single-class classification of images

Mstar_deeplearning_project ⭐ 137

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

Deepplaybyplay ⭐ 136

Labelling NBA action using deep learning 🏀

Cd Diagram ⭐ 134

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

Ncnn Android Squeezenet ⭐ 133

The squeezenet image classification android example

Pytorch Multi Class Focal Loss ⭐ 132

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Deep Learning Colonoscopy ⭐ 130

Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).

A generalizable application framework for segmentation, regression, and classification using PyTorch

Deepsuperlearner ⭐ 126

DeepSuperLearner - Python implementation of the deep ensemble algorithm

Iciar2018 ⭐ 124

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

Sign Language Alphabet Recognizer ⭐ 124

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

Ecg Arrhythmia Classification ⭐ 123

ECG arrhythmia classification using a 2-D convolutional neural network

Satellite_imagery_analysis ⭐ 123

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

V2ray Deep Packet Inspection ⭐ 123

Notebook demo V2Ray traffic classification by deep packet inspection

Graph Convolution On Structured Documents ⭐ 121

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

Anndotnet ⭐ 119

ANNdotNET - deep learning tool on .NET Platform.

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Tfclassify Unity ⭐ 118

An example of using Tensorflow with Unity for image classification and object detection.

Deep Svdd ⭐ 116

Repository for the Deep One-Class Classification ICML 2018 paper

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Jiro Nn ⭐ 113

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Deep Listening ⭐ 112

Deep Learning experiments for audio classification

Paddlelabel ⭐ 111

飞桨智能标注，让标注快人一步

Mobilenet ⭐ 110

A Clearer and Simpler MobileNet Implementation in TensorFlow

Lsoftmax Pytorch ⭐ 110

The Pytorch Implementation of L-Softmax

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

Machine Learning Algorithms ⭐ 107

A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Optimus ⭐ 104

Train, evaluate and deploy Deep Learning based text classifiers. Currently supports CNN

Cnn Yelp Challenge 2016 Sentiment Classification ⭐ 104

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

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