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2,533 search results found

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Pytorchinsight ⭐ 678

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

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Leaf: A Benchmark for Federated Settings

[ICML2021] What Makes for End-to-End Object Detection

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

All-in-one Toolbox for Computer Vision Research.

MILK: Machine Learning Toolkit

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Paddle2onnx ⭐ 584

ONNX Model Exporter for PaddlePaddle

🐦 Quickly annotate data from the comfort of your Jupyter notebook

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

Deep neural network framework for multi-label text classification

Scipy_2015_sklearn_tutorial ⭐ 572

Scikit-Learn tutorial material for Scipy 2015

Remove Bg ⭐ 569

A Python API wrapper for removing background using remove.bg's API

A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811

Cnn For Sentence Classification In Keras ⭐ 557

Convolutional Neural Networks for Sentence Classification in Keras

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Llm Finetuning Hub ⭐ 556

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

Humpback Whale Identification 1st ⭐ 555

https://www.kaggle.com/c/humpback-whale-identifica

Inceptiontime ⭐ 554

InceptionTime: Finding AlexNet for Time Series Classification

Deeplearning4nlp Tutorial ⭐ 549

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Multi-Modal learning toolkit based on PaddlePaddle and PyTorch, supporting multiple applications such as multi-modal classification, cross-modal retrieval and image caption.

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Monk_v1 ⭐ 503

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.

Food Recipe Cnn ⭐ 502

food image to recipe with deep convolutional neural networks.

PyTorch deep learning models for document classification

Featurelearningrotnet ⭐ 496

Machine_learning_and_deep_learning ⭐ 492

Exploitable ⭐ 490

The 'exploitable' GDB plugin. I don't work at CERT anymore, but here is the original homepage: http://www.cert.org/vuls/discovery/triage.html

Pytorch Mobilenet V3 ⭐ 481

MobileNetV3 in pytorch and ImageNet pretrained models

Tensorflow_object_tracking_video ⭐ 480

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Simple Ocr Opencv ⭐ 476

A simple python OCR engine using opencv

Deepemd ⭐ 472

Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020

Deeppath ⭐ 471

Classification of Lung cancer slide images using deep-learning

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Guesslang ⭐ 457

Detect the programming language of a source code

Bert Classification Tutorial ⭐ 455

Misp Galaxy ⭐ 455

Clusters and elements to attach to MISP events or attributes (like threat actors)

Dgcnn.pytorch ⭐ 453

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Deepslide ⭐ 449

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

Suitable for Work (NSFW) classification

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Keras Text ⭐ 417

Text Classification Library in Keras

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

RMDL: Random Multimodel Deep Learning for Classification

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Awesome Data Comp Solution ⭐ 407

数据科学/人工智能比赛解决方案汇总

Ner Bert ⭐ 403

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Dropedge ⭐ 399

This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

Deeptraffic ⭐ 399

Deep Learning models for network traffic classification

Machine Learning ⭐ 397

Implementation of different ML Algorithms from scratch, written in Python 3.x

Hierarchical Attention Networks ⭐ 396

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

Hrformer ⭐ 392

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

Code Sleep Python ⭐ 391

Awesome Projects in Python - Machine Learning Applications, Games, Desktop Applications all in Python 🐍

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

Hover_net ⭐ 383

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

Text Classification Surveys ⭐ 380

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xln 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Par 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQ

Sentinel2 Cloud Detector ⭐ 380

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

Pytorch Pretrained Vit ⭐ 378

Vision Transformer (ViT) in PyTorch

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

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

Gnn Comparison ⭐ 354

Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Few Shot Ssl Public ⭐ 353

Meta Learning for Semi-Supervised Few-Shot Classification

Bag_of_tricks_for_image_classification_with_convolutional_neural_networks ⭐ 352

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

Jittor implementation of PCT:Point Cloud Transformer

Gather Deployment ⭐ 347

Gathers Python deployment, infrastructure and practices.

Lstm_tsc ⭐ 345

An LSTM for time-series classification

Edgenets ⭐ 340

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

Melusine ⭐ 335

Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".

Chexnet ⭐ 331

A pytorch reimplementation of CheXNet

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

Ademxapp ⭐ 320

Code for https://arxiv.org/abs/1611.10080

Artificial Adversary ⭐ 317

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Text Classification Models Pytorch ⭐ 309

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

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Simplet5 ⭐ 305

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Edgenext ⭐ 302

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

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 👍

Crossformer ⭐ 302

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

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

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