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convolutional-neural-networks x

487 search results found

R2cnn_fpn_tensorflow ⭐ 393

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

Mixhop And N Gcn ⭐ 389

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Fire Detection Cnn ⭐ 376

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

Deep Koalarization ⭐ 375

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

Flownet2 Tf ⭐ 362

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Tensorflow Image Classification ⭐ 358

CNN for multi-class image recognition in tensorflow

Tensorflow Tutorial Samples ⭐ 356

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

Human Activity Recognition Using Cnn ⭐ 355

Convolutional Neural Network for Human Activity Recognition in Tensorflow

Tf_audio_steganalysis ⭐ 355

Audio steganalysis with tensorflow.

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Zh_cnn_text_classify ⭐ 333

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

Sentiment Analysis ⭐ 329

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification

Artistic Style Transfer ⭐ 327

Convolutional neural networks for artistic style transfer.

Tensorflow Resources ⭐ 327

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

Modernconvnets ⭐ 318

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

Neurite ⭐ 317

Neural networks toolbox focused on medical image analysis

Handwritingrecognitionsystem ⭐ 315

Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture

Notebooks ⭐ 313

Machine learning notebooks in different subjects optimized to run in google collaboratory

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Vitis Ai Tutorials ⭐ 305

Tensorflow Image Detection ⭐ 294

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

Scisharp Stack Examples ⭐ 292

Practical examples written in SciSharp's machine learning libraries

Cherry Autonomous Racecar ⭐ 279

Implementation of the CNN from End to End Learning for Self-Driving Cars on a Nvidia Jetson TX1 using Tensorflow and ROS

Chexnet Keras ⭐ 277

This project is a tool to build CheXNet-like models, written in Keras.

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

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Naszilla ⭐ 269

Naszilla is a Python library for neural architecture search (NAS)

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Language Modeling Gatedcnn ⭐ 261

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

Facedetection ⭐ 256

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

Tensorflow Ml Exercises ⭐ 254

Learning Machine Learning with TensorFlow

Tensorflow Vdsr ⭐ 254

A tensorflow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Networks", CVPR 16'

HDLTex: Hierarchical Deep Learning for Text Classification

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Captcha Tensorflow ⭐ 250

hack captcha by cnn with tensorflow

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

Panotti ⭐ 248

A multi-channel neural network audio classifier using Keras

Cnn Lstm Caption Generator ⭐ 248

A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.

Image Captioning ⭐ 246

Image Captioning using InceptionV3 and beam search

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Im2latex Tensorflow ⭐ 244

Tensorflow implementation of the HarvardNLP paper - What You Get Is What You See: A Visual Markup Decompiler (https://arxiv.org/pdf/1609.04938v1.pdf)

3d_cnn_tensorflow ⭐ 244

KITTI data processing and 3D CNN for Vehicle Detection

Mlstm Fcn ⭐ 241

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

Named-Entity-Recognition-with-Bidirectional-LSTM-C

Fewshot_gan Unet3d ⭐ 239

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Traffic Sign Detection ⭐ 236

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Caption_generator ⭐ 233

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Paperweekly ⭐ 232

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Person Detection And Tracking ⭐ 231

A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

Grad Cam Tensorflow ⭐ 228

tensorflow implementation of Grad-CAM (CNN visualization)

Tf Lstm Char Cnn ⭐ 215

tensorflow rewrite of Yoon Kim's lstm-char-cnn

Dynamic Training Bench ⭐ 214

Simplify the training and tuning of Tensorflow models

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Handwritten Line Text Recognition Using Deep Learning With Tensorflow ⭐ 213

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Text Cnn Tensorflow ⭐ 211

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

Handpose ⭐ 207

A python program to detect and classify hand pose using deep learning techniques

Deep Alignment Network A Convolutional Neural Network For Robust Face Alignment ⭐ 207

This is a Tensorflow implementations of paper "Deep Alignment Network: A convolutional neural network for robust face alignment".

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Tensorflow Computer Vision Tutorial ⭐ 205

Tutorials of deep learning for computer vision.

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Genetic Cnn ⭐ 197

CNN architecture exploration using Genetic Algorithm

Geospatial Machine Learning ⭐ 196

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

在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下，众多行业迎来了前所未有的发展机遇，

Deeplearning Notes ⭐ 194

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Probabilistic Face Embeddings ⭐ 191

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

Cnn Re Tf ⭐ 191

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

Facial Expression Recognition Using Cnn ⭐ 190

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

Osmdeepod ⭐ 188

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Sparse Winograd Cnn ⭐ 187

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

Bilinear Cnn Tensorflow ⭐ 185

This is an implementation of Bilinear CNN for fine grained visual recognition using TensorFlow.

Sign Language Gesture Recognition ⭐ 185

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Cnn Relation Extraction ⭐ 184

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

Keraspp ⭐ 178

코딩셰프의 3분 딥러닝, 케라스맛

Capsnet Traffic Sign Classifier ⭐ 178

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

Gtzan.keras ⭐ 177

[REPO] Music Genre classification on GTZAN dataset using CNNs

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Cnn 3d Images Tensorflow ⭐ 176

3D image classification using CNN (Convolutional Neural Network)

Deeppicar ⭐ 176

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Grad_cam_plus_plus ⭐ 176

A generalized gradient-based CNN visualization technique

Id Card Detector ⭐ 175

💳 Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

Shortest solutions for CS231n 2021-2023

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Abnormal_event_detection ⭐ 172

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

Implementation of Very Deep Convolutional Neural Network for Text Classification

Tensorflow Mnist Cnn ⭐ 171

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

Intelegent_lock ⭐ 167

lock mechanism with face recognition and liveness detection

Tensorflow Cnn Finetune ⭐ 165

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

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