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convolutional-neural-networks x

157 search results found

Active Nlp ⭐ 116

Bayesian Deep Active Learning for Natural Language Processing Tasks

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

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

Human Action Classification ⭐ 106

This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.

Mp Cnn Torch ⭐ 106

Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)

Food101 Coreml ⭐ 104

A CoreML model which classifies images of food

Facedet ⭐ 102

实现常用基于深度学习的人脸检测算法

Affordance Net ⭐ 102

AffordanceNet - Multiclass Instance Segmentation Framework - ICRA 2018

Cnn Text Classification ⭐ 101

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

Asreader ⭐ 98

This is an implementation of the Attention Sum Reader model as presented in "Text Comprehension with the Attention Sum Reader Network" available at http://arxiv.org/abs/1603.01547.

Imagenet ⭐ 97

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Openvidial ⭐ 96

Code, Models and Datasets for OpenViDial Dataset

Simple Car Plate Recognition ⭐ 96

简单车牌识别-Mask_RCNN定位车牌+手写方法分割字符+CNN单个字符识别

Voxel2mesh ⭐ 95

Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data

Recursive Cnns ⭐ 94

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

CORe50: a new Dataset and Benchmark for Continual Learning

Pytorch Simple Maskrcnn ⭐ 93

A PyTorch implementation of simple Mask R-CNN

Handwritingrecognition Cnn ⭐ 89

This CNN-based model for recognition of hand written digits attains a validation accuracy of 99.2% after training for 12 epochs. Its trained on the MNIST dataset on Kaggle.

Lstm Rcnn Pedestrian Detection ⭐ 88

Pedestrian Detection with Faster R-CNN in TensorFlow

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.

Meme Generator ⭐ 87

MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.

Mongolian Speech Recognition ⭐ 86

Mongolian speech recognition with PyTorch

Mmwave Localization Learning ⭐ 85

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

Multitask Emotion Recognition With Incomplete Labels ⭐ 84

This is the repository containing the solution for FG-2020 ABAW Competition

Face_landmark_dnn ⭐ 83

Face Landmark Detector based on Mobilenet V1

Torchsketch ⭐ 83

Gait Recognition Using Smartphones ⭐ 82

Deep Learning-Based Gait Recognition Using Smartphones in the Wild

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Learning Based Calibrated Photometric Stereo for Non-Lambertian Surface (ECCV 2018)

Code repo for the EMOTIC dataset

Gcn Pytorch ⭐ 81

Graph Convolution Network for PyTorch

Cpi_prediction ⭐ 80

This is a code for compound-protein interaction (CPI) prediction based on a graph neural network (GNN) for compounds and a convolutional neural network (CNN) for proteins.

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

A 1D analogue of the MNIST dataset for measuring spatial biases and answering "science of deep learning" questions.

Temporal Binding Network ⭐ 76

Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch

Har Cnn Keras ⭐ 75

Human Activity Recognition Using Convolutional Neural Network in Keras

Understaing Datasets Estimators Tfrecords ⭐ 75

Try to use tf.estimator and tf.data together to train a cnn model.

Facial Landmarks Of Face Datasets ⭐ 74

Robust FEC-CNN for Face Datasets

Keras_zoo ⭐ 74

Keras implementation of Classification, Detection and Segmentation Networks

A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"

Mask R-CNN for detecting and blurring advertising on streets.

A project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.

Single Human Parsing Lip ⭐ 71

PSPNet implemented in PyTorch for single-person human parsing task, evaluating on Look Into Person (LIP) dataset.

Mask_rcnn ⭐ 71

Matterport's Mask R-CNN library (Added Ship Detection sample) for object detection and instance segmentation on Keras and TensorFlow

Breast Cancer Detection Mammogram Deep Learning ⭐ 70

Master's dissertation for breast cancer detection in mammograms using deep learning techniques in Tensorflow. Contains the final report and source code.

Summarization ⭐ 70

A sequence to sequence model for abstractive text summarization

Neuron_as_deep_net ⭐ 69

Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021

Face Detector Benchmark ⭐ 69

This repository will contain scripts to deploy publicly available face detection models and benchmark them against famous WIDER face dataset

Cnn_vocoder ⭐ 69

A fast cnn-based vocoder

Cnn Monofusion ⭐ 67

The release code and dataset of CNN-MonoFusion for ismar2018

Driver Anomaly Detection ⭐ 64

PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.

Cnn For Face Anti Spoofing ⭐ 63

python and Tensorflow implementation of a CNN for face anti-spoofing

Maskrcnn Modanet ⭐ 62

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

Multi_hyp_cc ⭐ 62

[CVPR2020] A Multi-Hypothesis Approach to Color Constancy

Deep Learning Based Structural Damage Detection ⭐ 61

Structural damage detection using convolutional neural networks

Facial_emotion_recognition__emojifier ⭐ 61

Recognizes the facial emotion and overlays emoji, equivalent to the emotion, on the persons face.

Nih Chest Xray ⭐ 61

Identifying diseases in chest X-rays using convolutional neural networks

Plant Disease Detection Web Application ⭐ 59

AI web application that detects diseases in plants using FastAi /resnet34 and other deep learning models.

Biqa_toolbox ⭐ 58

A benchmark implementation of representative deep BIQA models

Document Image Unwarping Pytorch ⭐ 55

Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"

Compcar_analysis ⭐ 55

Source code of some classification experiments evaluated on the newly published vehicle dataset CompCar

Guitar Chords Recognition ⭐ 55

An application that predicts the chords when melspectrograms of guitar sound is fed into a CNN.

Ecg_heartbeat_classification ⭐ 55

CNN for heartbeat classification

Neural Snowball ⭐ 55

Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning

ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification

Gcommandspytorch ⭐ 54

ConvNets for Audio Recognition using Google Commands Dataset

Nce Cnn Torch ⭐ 54

Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Multi_disease_predictor ⭐ 52

A Machine Learning and Deep Learning based webapp used to predict multiple diseases.

Lung Diseases Classifier ⭐ 52

Diseases Detection from NIH Chest X-ray data

11k Hands ⭐ 52

Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

a pytorch implimentation of Dynamic Graph CNN(EdgeConv)

Attentionmask ⭐ 51

AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects (ACCV 2018, accepted as oral)

STCN: Stochastic Temporal Convolutional Networks

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Fashion Mnist ⭐ 50

4 different image classification ConvNets models for Fashion-MNIST dataset

Deblurgan Tf ⭐ 50

Tensorflow (tf) implementation of DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks

A TensorFlow+Keras implementation of "Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms"

Sentence_classification ⭐ 50

sentence classification using CNN/LSTM/GRU

Svhn Multi Digit ⭐ 50

SideNet: Neural Extractive Summarization with Side Information

Matchable Image Retrieval by Learning from Surface Reconstruction

Training a convolutional neural network using own picture dataset

Keras Sincnet ⭐ 49

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

Sign Language Recognition using WiFi and Convolutional Neural Networks

Face Similarity ⭐ 48

Face-similarity CNN using Tensorflow Eager execution.

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Colbert Using Bert Sentence Embedding For Humor Detection ⭐ 44

Novel model and dataset for the task of humor detection

Face_rating ⭐ 44

Face/Beauty Rating with both the traditional ML approaches and Convolutional Neural Network Approach

Text classification models. Used a submodule for other projects.

Signature Verification Using Deep Learning ⭐ 43

Using SigComp'11 dataset for signature verification

Acousticeventdetection ⭐ 43

Source code complementing our paper for acoustic event classification using convolutional neural networks.

Cnn Captcha Solving ⭐ 42

CAPTCHA solving using Convolutional Neural Networks

Utilities for the human-object interaction detection dataset HICO-DET

3d Cnn Action Recognition ⭐ 41

Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.

Using Ranking Cnn For Age Estimation ⭐ 41

Using Ranking-CNN for Age Estimation

Cnn Rnn Classifier ⭐ 40

A practical example on how to combine both a CNN and a RNN to classify images.

Svhn Cnn ⭐ 40

Google Street View House Number(SVHN) Dataset, and classifying them through CNN

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