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Search results for keras neural networks
keras-neural-networks
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101 search results found
Keras Attention
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2,794
Keras Attention Layer (Luong and Bahdanau scores).
Invoicenet
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2,297
Deep neural network to extract intelligent information from invoice documents.
Keract
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1,030
Layers Outputs and Gradients in Keras. Made easy.
Pytorch2keras
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849
PyTorch to Keras model convertor
Keras.net
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544
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
Predictive Maintenance Using Lstm
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507
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Emotion Classification From Audio Files
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340
Understanding emotions from audio files using neural networks and multiple datasets.
Keras Apache Mxnet
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287
[DEPRECATED] Amazon Deep Learning's Keras with Apache MXNet support
Resnetcam Keras
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245
Keras implementation of a ResNet-CAM model
Omlt
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219
Represent trained machine learning models as Pyomo optimization formulations
Keras Fcn
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202
A playable implementation of Fully Convolutional Networks with Keras.
Dkeras
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166
Distributed Keras Engine, Make Keras faster with only one line of code.
Indian Paper Currency Classification
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145
Source code of Indian Paper Currency Classification 🔥
K Neural Api
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130
K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.
Keras Resnet3d
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121
Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.
Keras_transfer_cifar10
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116
Object classification with CIFAR-10 using transfer learning
Realtime Digitrecognition
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112
RealTime DigitRecognition using Convolutional Neural Network(CNN) with keras.
Sign Language Interpreter Using Deep Learning
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104
A sign language interpreter using live video feed from the camera.
Siamese Networks
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103
Few Shot Learning by Siamese Networks, using Keras.
Deep Learning Coursera
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102
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Vae For Image Generation
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75
Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
Deep Learning Model Deploy With Django
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74
Serving a keras model (neural networks) in a website with the python Django-REST framework.
Keras_generative_pg
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73
A Deep Generative Framework for Paraphrase Generation Implementaion
Lstm Text Generation
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70
Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story. 🤣
Stock Volatility Google Trends
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70
Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf
Very Deep Convnets Raw Waveforms
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64
Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf
Deepfakecapsulegan
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62
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
Bidaf Keras
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60
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
Realtime Facial Emotion Analyzer
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59
Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.
Ai Chatbot
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55
AI Chatbot using Dynamic Memory Network in Keras.
Machinelearningsamples Biomedicalentityextraction
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49
MachineLearningSamples-BiomedicalEntityExtraction
Network Assembler
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48
Network Assembler is a simple way to create neural networks in Keras
Keras Seq2seq Example
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46
Toy Keras implementation of a seq2seq model with examples.
Human Activity Recognition
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44
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
Predicting Myers Briggs Type Indicator With Recurrent Neural Networks
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41
Keras Pytorch Avp Transfer Learning
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38
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
Recurrent Neural Network For Bitcoin Price Prediction
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36
Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction
Indian Sign Language Recognition System
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36
(SANKET) A Cross-platform App that translates Any Sign language gestures into text or voice in real-time, making communication more accessible and inclusive for specially-abled people.
Babble Rnn
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30
babble-rnn is a research project in the use of machine learning to generate new speech by modelling human speech audio, without any intermediate text or word representations. The idea is to learn to speak through imitation, much like a baby might.
Keras_detect_tool_wear
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29
Tool wear prediction by residual CNN
Stocktwits Sentiment
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28
Stocktwits market sentiment analysis in Python with Keras and TensorFlow.
Aspect Based Sentiment Analysis
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27
Barium
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24
Gesture-controlled computer interactions using hand tracking
Stratified K Fold Cross Validation Image Classification Keras
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23
This python program demonstrates image classification with stratified k-fold cross validation technique.
Machine Learning Notebooks
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22
15+ Machine/Deep Learning Projects in Ipython Notebooks
Cartpole Rl Remote
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22
CartPole game by Reinforcement Learning, a journey from training to inference
Artistic Style Transfer Using Keras Tensorflow
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21
Art to Image Style Transfer using Keras and Tensorflow.
Nearest Celebrity Face
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20
A python application that uses Deep Learning to find the celebrity whose face matches the closest to yours. The input face is encoded with a pretrained inception model into a vector and then its geometric distance is calculated with the encoded vectors of all the images present in the dataset and the image with the least distance is selected.
Stone_paper_scissor_defeator_using_opencv_keras
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19
In this repository i tried to replicate a cool project by a japanese scientist who made a machine which had 100 % accuracy in defeating humans in the game of stone-paper and scissors
Concise Ipython Notebooks For Deep Learning
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17
Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
Dl Relu
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16
Deep Learning using Rectified Linear Units (ReLU)
Two Path Noise Lab Plant Disease
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15
Source code for the paper "Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches".
Diluvian
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14
Flood filling networks for segmenting electron microscopy of neural tissue
Keras4delphi
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14
Keras4Delphi is a high-level neural networks API, written in Pascal with Python Binding
Cursods_profdanilo
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14
Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube
Gtav Self Driving Car
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14
Self driving car in GTAV with Deep Learning
Blendi Py
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13
A minimal Implementation of VGG16 Deep Learning Model in Python using L-BFGS to perform Image Styling/Blending
Handposeestimation
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13
Keras version of Openpose with optimized model structure and C++ postprocess for acceleration. Trained and tested using CMU handpose dataset.
Artificial Neural Networks Visualizer
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13
Visualizing Artificial Neural Networks (ANNs) with just One Line of Code
Traffic Sign Recognition Basd On Synthesised Training Data
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12
Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.
Multi_view_network
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12
Keras implementation of Guo et al.'s Multi-View Network (2017).
Final Year Project Deep Learning Models
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12
Deep learning for freehand sketch object recognition
Virtual Voice Assistant
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12
Virtual Voice Assistant is a project that utilizes machine learning and natural language processing to enable users to control their devices using voice commands. Technologies used include TensorFlow, Keras, various Python libraries and RESTful APIs.
Keras_seq2seq_word_level
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12
Implementation of seq2seq word-level model using keras
Keras Facemask Detection System
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12
Face-mask detection system using YOLOv3 in Keras
Sr Rescnn Keras
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12
A Keras implementation of a SISR (Single-Image Super-Resolution) Residual-CNN.
Emotionclassification_fer2013
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11
Emotion classification has always been a very challenging task in Computer Vision. Using the SSD object detection algorithm to extract the face in an image and using the FER 2013 released by Kaggle, this project couples a deep learning based face detector and an emotion classification DNN to classify the six/seven basic human emotions.
3d_convolution_neural_net_mnet
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11
Keras Implementation of 3d Convolutional Neural Network
Deeplearning
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10
Deep Learning Concepts and Research Paper Implementations.
Ibm Ai Engineering
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9
This comprehensive collection of notebooks serves as a valuable resource for learners pursuing the IBM AI Engineering Professional Certificate course.
Deepexperiments
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9
TensorFlow/Keras experiments on computer vision and natural language processing
Rnn
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9
Recurrent Neural Networks for Timeseries
Neural_emotion_intensity_prediction
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9
The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.
Bytenet Keras
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9
French to English translator on character level implemented by Keras
Neural Style Transfer Of Artistic Style
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8
Art to Image Style Transfer using Keras
Neural Network Decision Boundary
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8
Predicting Icns
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8
Results and plots replications for paper in prediction of Intrinsic Connectivity Networks in task versus resting fMRI
Two Branch Plant Disease
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8
Source code for the paper "Color-aware two-branch DCNN for efficient plant disease classification".
Driving Behavioral Cloning
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8
Built and trained a convolutional neural network for end-to-end driving in a simulator, using TensorFlow and Keras.
Digivision
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7
A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is standing in front of him or not.
Fully Connected Nn
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7
The fully connected neural network implemented in Numpy, from scratch, in Tensorflow and in Keras. The bonus code: Implementation of many different activation functions, in python, weight inits.
Emotion Recognition
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7
Stock_price_predictor
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7
Stock Price Predictor with Deep Learning
Facial_expression_recognizer
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7
Keras and FastAi implementation of facial expression recognizer
Quantum_relu
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7
QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras
Imagerecognition
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6
Recognition of the images includes train and tests based on Python.
Operation Prediction
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6
Takes a question predicts the operation between them
Traffic Light Classifier
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6
A simple network to classifier the states of the traffic lights.
Analysing Imdb Reviews Using Glove And Lstm
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6
Using the IMDB data found in Keras here a few algorithms built with Keras. The source code is from Francois Chollet's book Deep learning with Python. The aim is to predict whether a review is positive or negative just by analyzing the text. Both self-created as well as pre-trained (GloVe) word embeddings are used. Finally there's a LSTM model and the accuracies of the different algorithms are compared. For the LSTM model I had to cut the data sets of 25.000 sequences by 80% to 5.000, since my l
Chinese Character Recognition Using A Shallow Cnn
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6
Kaggle Allstate Solution
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6
My solution of Kaggle competition - Allstate Claims Severity
Deep_visualization_neural_networks_web_app
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6
Easy way to visualize convolutional neural networks, through two visualizations : Reason & MaxOut. Final version : web app.
Displacenet
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6
Recognising Displaced People from Images by Exploiting Dominance Level - CVPR '19 Workshop on Computer Vision for Global Challenges (CV4GC)
Bazingabot
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5
Simple but effective Knowledge-bot built with Seq2Seq and LSTM
Intrusion Detection Engine
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5
Intrusion detection engine for Cloud Systems built using Alternative Fuzzy C-mean Clustering and Artificial Neural Network
Hand Written Digit Recognition
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5
This is a repository with various classifier written in jupyter notebook that works on hand written digits images.
Keras_cheat_sheet_python
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5
Keras Cheat Sheet: Neural Networks in Python
Imagestyletransfer
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5
Class Project for Introduction to Machine Learning (CSE445) done in Summer 2017
Wordrepresentations
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5
Сравнение нескольких способов представления слов для построения языковых моделей
Carnd Behavioral Cloning
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5
In this project CNN model is cloning human style of steering control. This is an assignment of Self Driving Car Engineer nano degree course offered by Udacity.
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