Acapella Extraction with a ConvNet
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ccf 2020 qa match competition top1
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🕵🏽♀️ Identifying the author behind New York Time’s op-ed from inside the Trump White House.
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Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".
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Automatic-Speech-Recognitionby rolczynski
Python 
201 Version:Current License: Strong Copyleft (AGPL-3.0)
🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)
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Image classification for everyone.
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This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.
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YOLOv5 object detection with C#, ML.NET, ONNX
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A collection of small extensions to Keras (RBM, momentum schedule, ..)
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word2vec uisng keras inside gensim
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Accelerate Neural Net Training by Progressively Freezing Layers
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Train CRF-RNN for Semantic Image Segmentation
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TensorFlow_Engineering_Implementationby aianaconda
Python 199 Version:Current
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License: No License (No License)The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>
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Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
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This is the code for "How to Make a Chatbot - Intro to Deep Learning #12' by Siraj Raval on YouTube
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Micro-Expression-with-Deep-Learningby IcedDoggie
Python 198 Version:Current License: No License (No License)
License: No License (No License)Experimentation of deep learning on the subjects of micro-expression spotting and recognition.
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"NASNet" models in Keras 2.0+ with weights
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Training and test the SegNet neural network on satellite imagery
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pulmonary-nodules-MaskRCNNby JenifferWuUCLA
Jupyter Notebook 198 Version:Current License: No License (No License)
License: No License (No License)Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）
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A Keras implementation of MobileNetV3.
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ZF_UNET_224_Pretrained_Modelby ZFTurbo
Python 197 Version:Current License: Strong Copyleft (GPL-3.0)
Modification of convolutional neural net "UNET" for image segmentation in Keras framework
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A Practical Guide to Deep Learning with TensorFlow 2.0 and Keras materials for Frontend Masters course
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这是一个基于mtcnn和facenet的人脸识别模型，可实现在线人脸识别。
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One-Hundred-Layers-Tiramisuby 0bserver07
Jupyter Notebook 196 Version:Current License: Permissive (MIT)
Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)
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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".
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Keras-FewShotLearningby few-shot-learning
Python 195 Version:Current License: No License (No License)
License: No License (No License)Some State-of-the-Art few shot learning algorithms in tensorflow 2
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Implementation of EAST scene text detector in Keras
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Pytorch❤️ Keras 😋😋
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HDLTex: Hierarchical Deep Learning for Text Classification
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This project shows how to use CNN to perform Chinese character recognition, a much more complicated task compared to MNIST digit recognition.
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a implement of LSTM using Keras for time series prediction regression problem
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Optimization Examples with SigOpt
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VGG16 models for CIFAR-10 and CIFAR-100 using Keras
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Predict which loans will be foreclosed on.
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Keras implementation of the VGG16-CAM model
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DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
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Vocalization-Sign-Language-iOSby ardamavi
Swift 192 Version:Current License: Permissive (Apache-2.0)
Vocalization sign language iOS App with deep learning using CoreML.
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The repo for the fast and easy guide to the most popular deep learning framework in the world.
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Train and visualize Hierarchical Attention Networks
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A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
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Keras implementation of Legendre Memory Units
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The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
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Deep Learning models to detect hate speech in tweets
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Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
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Deep Neural Network for object segmentation.
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Contextual augmentation, a text data augmentation using a bidirectional language model.
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UCF-101_video_classificationby sujiongming
Python 186 Version:Current License: No License (No License)
License: No License (No License)Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)
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Hyperspectral_Image_Analysis_Simplifiedby syamkakarla98
Jupyter Notebook 186 Version:Current License: Strong Copyleft (GPL-3.0)
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
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acapellabotby madebyollin
Acapella Extraction with a ConvNet
Python 202Updated: 4 y ago License: No License (No License)
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context2vecby orenmel
Python 202Updated: 4 y ago License: Permissive (Apache-2.0)
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ccf_2020_qa_matchby xv44586
ccf 2020 qa match competition top1
Python 202Updated: 4 y ago License: No License (No License)
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resist_opedby mkearney
🕵🏽♀️ Identifying the author behind New York Time’s op-ed from inside the Trump White House.
R 202Updated: 4 y ago License: No License (No License)
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automatic-ecg-diagnosisby antonior92
Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".
Python 201Updated: 2 y ago License: Permissive (MIT)
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Automatic-Speech-Recognitionby rolczynski
🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)
Python 201Updated: 4 y ago License: Strong Copyleft (AGPL-3.0)
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imageatmby idealo
Image classification for everyone.
Python 201Updated: 4 y ago License: Permissive (Apache-2.0)
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openvino2tensorflowby PINTO0309
This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.
Python 201Updated: 3 y ago License: Permissive (MIT)
201Updated: 3 y ago License: Permissive (MIT)Support
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yolov5-netby mentalstack
YOLOv5 object detection with C#, ML.NET, ONNX
C# 201Updated: 2 y ago License: Permissive (MIT)
201Updated: 2 y ago License: Permissive (MIT)Support
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k
keras_extensionsby wuaalb
A collection of small extensions to Keras (RBM, momentum schedule, ..)
Python 200Updated: 4 y ago License: Permissive (MIT)
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JointSLUby yvchen
Python 200Updated: 4 y ago License: No License (No License)
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word2vec-keras-in-gensimby niitsuma
word2vec uisng keras inside gensim
Python 200Updated: 4 y ago License: No License (No License)
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FreezeOutby ajbrock
Accelerate Neural Net Training by Progressively Freezing Layers
Python 200Updated: 4 y ago License: No License (No License)
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train-CRF-RNNby martinkersner
Train CRF-RNN for Semantic Image Segmentation
Python 199Updated: 4 y ago License: Proprietary (Proprietary)
199Updated: 4 y ago License: Proprietary (Proprietary)Support
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TensorFlow_Engineering_Implementationby aianaconda
The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>
Python 199Updated: 4 y ago License: No License (No License)
199Updated: 4 y ago License: No License (No License)Support
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snn_toolboxby NeuromorphicProcessorProject
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
Python 198Updated: 4 y ago License: Permissive (MIT)
198Updated: 4 y ago License: Permissive (MIT)Support
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How_to_make_a_chatbotby llSourcell
This is the code for "How to Make a Chatbot - Intro to Deep Learning #12' by Siraj Raval on YouTube
Python 198Updated: 4 y ago License: No License (No License)
198Updated: 4 y ago License: No License (No License)Support
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Micro-Expression-with-Deep-Learningby IcedDoggie
Experimentation of deep learning on the subjects of micro-expression spotting and recognition.
Python 198Updated: 4 y ago License: No License (No License)
198Updated: 4 y ago License: No License (No License)Support
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Keras-NASNetby titu1994
"NASNet" models in Keras 2.0+ with weights
Python 198Updated: 4 y ago License: Permissive (MIT)
198Updated: 4 y ago License: Permissive (MIT)Support
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skynet-trainby developmentseed
Training and test the SegNet neural network on satellite imagery
JavaScript 198Updated: 4 y ago License: Proprietary (Proprietary)
198Updated: 4 y ago License: Proprietary (Proprietary)Support
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pulmonary-nodules-MaskRCNNby JenifferWuUCLA
Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）
Jupyter Notebook 198Updated: 2 y ago License: No License (No License)
198Updated: 2 y ago License: No License (No License)Support
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MobileNetV3by xiaochus
A Keras implementation of MobileNetV3.
Python 197Updated: 4 y ago License: Permissive (MIT)
197Updated: 4 y ago License: Permissive (MIT)Support
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ZF_UNET_224_Pretrained_Modelby ZFTurbo
Modification of convolutional neural net "UNET" for image segmentation in Keras framework
Python 197Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
197Updated: 4 y ago License: Strong Copyleft (GPL-3.0)Support
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practicalDLby Vadikus
A Practical Guide to Deep Learning with TensorFlow 2.0 and Keras materials for Frontend Masters course
Jupyter Notebook 197Updated: 2 y ago License: Permissive (Apache-2.0)
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keras-face-recognitionby bubbliiiing
这是一个基于mtcnn和facenet的人脸识别模型，可实现在线人脸识别。
Python 196Updated: 2 y ago License: Permissive (MIT)
196Updated: 2 y ago License: Permissive (MIT)Support
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One-Hundred-Layers-Tiramisuby 0bserver07
Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)
Jupyter Notebook 196Updated: 3 y ago License: Permissive (MIT)
196Updated: 3 y ago License: Permissive (MIT)Support
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SSRNby zilongzhong
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".
Python 195Updated: 2 y ago License: Proprietary (Proprietary)
195Updated: 2 y ago License: Proprietary (Proprietary)Support
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Keras-FewShotLearningby few-shot-learning
Some State-of-the-Art few shot learning algorithms in tensorflow 2
Python 195Updated: 2 y ago License: No License (No License)
195Updated: 2 y ago License: No License (No License)Support
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EASTby kurapan
Implementation of EAST scene text detector in Keras
Python 194Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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torchkerasby lyhue1991
Pytorch❤️ Keras 😋😋
Jupyter Notebook 194Updated: 2 y ago License: Permissive (Apache-2.0)
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HDLTexby kk7nc
HDLTex: Hierarchical Deep Learning for Text Classification
Python 194Updated: 4 y ago License: Permissive (MIT)
194Updated: 4 y ago License: Permissive (MIT)Support
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C
Chinese-Character-Recognitionby soloice
This project shows how to use CNN to perform Chinese character recognition, a much more complicated task compared to MNIST digit recognition.
Python 193Updated: 4 y ago License: No License (No License)
193Updated: 4 y ago License: No License (No License)Support
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LSTM_learnby jinfagang
a implement of LSTM using Keras for time series prediction regression problem
Python 193Updated: 4 y ago License: No License (No License)
193Updated: 4 y ago License: No License (No License)Support
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sigopt-examplesby sigopt
Optimization Examples with SigOpt
Jupyter Notebook 193Updated: 3 y ago License: Permissive (MIT)
193Updated: 3 y ago License: Permissive (MIT)Support
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cifar-vggby geifmany
VGG16 models for CIFAR-10 and CIFAR-100 using Keras
Python 192Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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loan-predictionby dataquestio
Predict which loans will be foreclosed on.
Python 192Updated: 2 y ago License: No License (No License)
192Updated: 2 y ago License: No License (No License)Support
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VGG16CAM-kerasby tdeboissiere
Keras implementation of the VGG16-CAM model
Python 192Updated: 4 y ago License: No License (No License)
192Updated: 4 y ago License: No License (No License)Support
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2020-CBMS-DoubleU-Netby DebeshJha
DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))
Python 192Updated: 2 y ago License: No License (No License)
192Updated: 2 y ago License: No License (No License)Support
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Vocalization-Sign-Language-iOSby ardamavi
Vocalization sign language iOS App with deep learning using CoreML.
Swift 192Updated: 2 y ago License: Permissive (Apache-2.0)
192Updated: 2 y ago License: Permissive (Apache-2.0)Support
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TensorFlow-in-a-Nutshellby camrongodbout
The repo for the fast and easy guide to the most popular deep learning framework in the world.
Python 191Updated: 4 y ago License: Permissive (MIT)
191Updated: 4 y ago License: Permissive (MIT)Support
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hnattby minqi
Train and visualize Hierarchical Attention Networks
Python 191Updated: 4 y ago License: Permissive (MIT)
191Updated: 4 y ago License: Permissive (MIT)Support
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segnetby preddy5
A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Jupyter Notebook 191Updated: 2 y ago License: No License (No License)
191Updated: 2 y ago License: No License (No License)Support
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k
keras-lmuby nengo
Keras implementation of Legendre Memory Units
Python 190Updated: 2 y ago License: Proprietary (Proprietary)
190Updated: 2 y ago License: Proprietary (Proprietary)Support
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Deep-Survey-Text-Classificationby bicepjai
The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
HTML 189Updated: 4 y ago License: Permissive (MIT)
189Updated: 4 y ago License: Permissive (MIT)Support
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twitter-hatespeechby pinkeshbadjatiya
Deep Learning models to detect hate speech in tweets
Python 188Updated: 4 y ago License: No License (No License)
188Updated: 4 y ago License: No License (No License)Support
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datastories-semeval2017-task4by cbaziotis
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Python 188Updated: 4 y ago License: Permissive (MIT)
188Updated: 4 y ago License: Permissive (MIT)Support
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NNProject_DeepMaskby abbypa
Deep Neural Network for object segmentation.
Python 187Updated: 4 y ago License: No License (No License)
187Updated: 4 y ago License: No License (No License)Support
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contextual_augmentationby pfnet-research
Contextual augmentation, a text data augmentation using a bidirectional language model.
Python 187Updated: 2 y ago License: Permissive (MIT)
187Updated: 2 y ago License: Permissive (MIT)Support
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UCF-101_video_classificationby sujiongming
Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)
Python 186Updated: 4 y ago License: No License (No License)
186Updated: 4 y ago License: No License (No License)Support
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Hyperspectral_Image_Analysis_Simplifiedby syamkakarla98
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Jupyter Notebook 186Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
186Updated: 2 y ago License: Strong Copyleft (GPL-3.0)Support
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