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487 search results found

Tf Faster Rcnn ⭐ 164

TensorFlow implementation of Faster R-CNN

Pratik Derin Ogrenme Uygulamalari ⭐ 162

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

Lidc_nodule_detection ⭐ 162

lidc nodule detection with CNN and LSTM network

Tensorflow_realtime_multi Person_pose_estimation ⭐ 162

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

Imagenet ⭐ 161

TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset

Do Conv ⭐ 159

Depthwise Over-parameterized Convolutional Layer

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Cnnvis Pytorch ⭐ 154

visualization of CNN in PyTorch

Textclassification ⭐ 153

several methods for text classification

Tensorflow ⭐ 152

Deep Learning Zero to All - Tensorflow

Nonrigid image registration using multi-scale 3D convolutional neural networks

Cnn Svm ⭐ 151

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

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Deep K Means Pytorch ⭐ 148

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

Ecg Heartbeat Classification Seq2seq Model ⭐ 148

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Cnn Inference Engine Quick View ⭐ 142

A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.

Malware Classification ⭐ 140

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

Saliency ⭐ 140

Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]

Efficientword Net ⭐ 140

OneShot Learning-based hotword detection.

Tensorflow Class Activation Mapping ⭐ 138

Learning Deep Features for Discriminative Localization (2016)

Har Keras Cnn ⭐ 137

Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

Image Caption Generator ⭐ 136

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

Twitter Sentiment Cnn ⭐ 133

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

Id Cnn Cws ⭐ 130

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

Lstm Crf ⭐ 130

A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.😏

Cnn_sentence_tensorflow ⭐ 128

卷积神经网络(CNN)应用于中文文本分析任务

Deeplearning ⭐ 128

Deep Learning introduction and its application in various fields

Capsnet Tensorflow ⭐ 125

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

Cifar10 Img Classification Tensorflow ⭐ 125

image classification with CIFAR10 dataset w/ Tensorflow

Deep Steganography ⭐ 125

Hiding Images within other images using Deep Learning

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).

Deep_learning_notes ⭐ 123

a collection of my notes on deep learning

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Fastmri Reproducible Benchmark ⭐ 122

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

Faster Rcnn_tensorflow ⭐ 122

This is a tensorflow re-implementation of Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks.

Facerecognition ⭐ 121

This is an implematation project of face detection and recognition. The face detection using MTCNN algorithm, and recognition using LightenenCNN algorithm.

Pythonml ⭐ 119

Artificial neural network classes and tools in Python and TensorFlow.

Aspect Extraction ⭐ 119

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Eeg Motor Imagery Classification Cnns Tensorflow ⭐ 118

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

Gan Rnn_timeseries Imputation ⭐ 118

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

Deepway ⭐ 118

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

Ti Pooling ⭐ 117

TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks

Rcnn Text Classification ⭐ 116

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

Pneumonia Detection From Chest X Ray Images With Deep Learning ⭐ 112

Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

Cs231n Convolutional Neural Networks Solutions ⭐ 110

Assignment solutions for the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.

Self Driving Car ⭐ 109

Automated Driving in NFS using CNN.

Cnn_depth_tensorflow ⭐ 108

depth estimation using tensorflow

Fast Pathology ⭐ 108

⚡ Open-source software for deep learning-based digital pathology

Eye Tracker ⭐ 107

Implemented and improved the iTracker model proposed in the paper "Eye Tracking for Everyone"

Sleepeegnet ⭐ 106

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Resunetplusplus With Crf And Tta ⭐ 106

Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Machinelearning_tensorflow ⭐ 106

TensorFlow学习

Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**

Sign Language Interpreter Using Deep Learning ⭐ 104

A sign language interpreter using live video feed from the camera.

Etagger ⭐ 103

reference tensorflow code for named entity tagging

Exermote ⭐ 103

Using Machine Learning to predict the type of exercise from movement data

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Deep_image_model ⭐ 102

Deep convolution/recurrent neural network project with TensorFlow

Car_identify ⭐ 101

汽车识别，汽车车型识别，汽车品牌识别，车辆识别，深度学习，神经网络

Tensorflow ⭐ 101

从入门到精通！学习tensorflow的过程，记录一些模型:mnist_ml LeNet cifar10_cnn

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

A repository for recording the machine learning code

Groupnorm Reproduce ⭐ 94

An official collection of code in different frameworks that reproduces experiments in "Group Normalization"

Recursive Cnns ⭐ 94

Implementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."

Mvcnn Tensorflow ⭐ 94

An Multi-View CNN (MVCNN) implementation with TensorFlow.

Zero Shot Action Recognition With Two Stream Gcn ⭐ 92

I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs

Deep Learning ⭐ 90

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Textboxes : Image Text Detection Model : python package (tensorflow)

Siamcrnn ⭐ 88

[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

Inpainting Gmcnn Keras ⭐ 87

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

Hyperopt Keras Cnn Cifar 100 ⭐ 87

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

Projectaiai ⭐ 86

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

Efficient tree-based convolutional neural networks in TensorFlow

TensorFlow Implementation of TCN (Temporal Convolutional Networks)

Tensorflow Signal Processing ⭐ 83

doing audio digital signal processing in tensorflow to try to recreate digital audio effects

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Tensorflow Cifar 10 ⭐ 82

Cifar-10 CNN implementation using TensorFlow library with 20% error.

Tensorflow Temporal Convolutional Network

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

Deep Learning On Image Denoising An Overview ⭐ 81

Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

Traffic Light Classification ⭐ 80

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

Brain Tumor Segmentation ⭐ 80

A deep learning based approach for brain tumor MRI segmentation.

Simplepruning ⭐ 80

cnn pruning with tensorflow.

Densenet Nlp ⭐ 80

Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing

Keras Oneclassanomalydetection ⭐ 79

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

Crowd Counting Using Tensorflow ⭐ 79

Tensorflow implementation of crowd counting using CNNs from overhead surveillance cameras.

Deep Learning Tensorflow Book Code ⭐ 78

[『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.

Reinforcement Learning For Self Driving Cars ⭐ 78

Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

Celestial Bodies Detection ⭐ 78

TensorFlow Image Classifier that can be used to classify whether an image is of a Planet (Earth, Mercury, Mars, etc), Galaxy (Spiral, Elliptical, Irregular), Satellites, Comets, Etc.

Cnn Sentence Classification ⭐ 76

A tensorflow implementation of Convolutional Neural Networks for Sentence Classification

Label Reg ⭐ 76

A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

Mask_danmu ⭐ 76

基于YOLOv2 / Mask-RCNN实现的视频蒙版弹幕，达到bilibili的demo效果。

Tensorflow Implementation Of Lcnn ⭐ 76

A Tensorflow implementation of "A Light CNN for Deep Face Representation with Noisy Labels"

Keras Complex ⭐ 76

Keras-Tensorflow implementation of complex-valued convolutional neural networks

Tinysleepnet ⭐ 76

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

Enas Keras ⭐ 76

Keras implementation of Efficient Neural Architecture Search

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