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348 search results found

Mask_rcnn ⭐ 23,745

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Keras Resources ⭐ 3,174

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

Deepmoji ⭐ 1,462

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

Face Mask Detection ⭐ 1,355

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

Facerank ⭐ 821

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（QQ群：167122861）。技术支持：http://tensorflow123.com

Awesome Robotics ⭐ 817

A curated list of awesome links and software libraries that are useful for robots.

Keras Fcn ⭐ 606

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Ssr Net ⭐ 395

[IJCAI18] SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Pose Gan ⭐ 346

Deepxplore ⭐ 344

DeepXplore code release

Keras Maskrcnn ⭐ 330

Keras implementation of MaskRCNN object detection.

Bayesian Neural Network Blogpost ⭐ 317

Building a Bayesian deep learning classifier

Faster_rcnn_for_open_images_dataset_keras ⭐ 317

Faster R-CNN for Open Images Dataset by Keras

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

🧠 A tool that makes AI easier.

U-Net Biomedical Image Segmentation

Keras Transfer Learning For Oxford102 ⭐ 247

Keras pretrained models (VGG16, InceptionV3, Resnet50, Resnet152) + Transfer Learning for predicting classes in the Oxford 102 flower dataset

Caption_generator ⭐ 233

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

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Keras_insightface ⭐ 208

Insightface Keras implementation

Attention_network_with_keras ⭐ 201

An example attention network with simple dataset.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Deepfashion ⭐ 193

Apparel detection using deep learning

Nntimeseries ⭐ 188

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Ccks2019_evententityextraction_rank5 ⭐ 178

SEBERTNets：一种面向金融领域的事件主体抽取方法

Gtzan.keras ⭐ 177

[REPO] Music Genre classification on GTZAN dataset using CNNs

Siamese Lstm ⭐ 172

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

Dspp Keras ⭐ 160

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

Image_class ⭐ 159

基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet

Shape Detection ⭐ 158

🟣 Object detection of abstract shapes with neural networks

RObust document image BINarization

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

Showandtell ⭐ 149

A Show And Tell implementation for iOS 11.0 based on CoreML

Keras Gan Animeface Character ⭐ 149

GAN example for Keras. Cuz MNIST is too small and there should be something more realistic.

Yolokerasfacedetection ⭐ 149

Face Detection and Gender and Age Classification using Keras

Chinese Speech To Text ⭐ 144

Chinese Speech To Text Using Wavenet

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Anime Face Gan Keras ⭐ 136

A DCGAN to generate anime faces using custom mined dataset

Asr Study ⭐ 131

Implementation of all-neural speech recognition systems using Keras and Tensorflow

Deep_speaker Speaker_recognition_system ⭐ 128

Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)

Object Localization ⭐ 124

Object localization in images using simple CNNs and Keras

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Chariot ⭐ 121

Deliver the ready-to-train data to your NLP model.

Logohunter ⭐ 121

Deep learning tool to find brand logos in everyday pictures

Facenet And Faceloss Collections Tensorflow2.0 ⭐ 118

Facenet implemented by tensorflow2.0-keras api and in eager-mode support CenterLoss, LSoftmaxLoss, L2SoftmaxLoss, AMSoftmaxLoss, ASoftmaxLoss, ArcFaceSoftmaxLoss

Gan Mri ⭐ 118

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Cyclegan Keras ⭐ 115

Keras implementation of CycleGAN using a tensorflow backend.

Realtime Digitrecognition ⭐ 112

RealTime DigitRecognition using Convolutional Neural Network(CNN) with keras.

Face2data ⭐ 109

Face2Data: Extract meaningful information from a person face in less than a second. Powered by Keras and Flask.

Kerasgru4rec ⭐ 107

Keras implementation of GRU4Rec session-based recommender system

Food101 Coreml ⭐ 104

A CoreML model which classifies images of food

Cnn Text Classification ⭐ 101

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

Kaggle Code ⭐ 95

A repository for some of the code I used in kaggle data science & machine learning tasks.

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.

Keras_experiments ⭐ 85

Experimental Keras libraries and examples.

🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

Csrnet Keras ⭐ 84

Implementation of the CSRNet paper (CVPR 18) in keras-tensorflow

Face_landmark_dnn ⭐ 83

Face Landmark Detector based on Mobilenet V1

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Keras Lstm Trajectory Prediction ⭐ 81

A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting

Drowsydriverdetection ⭐ 81

Drowsy driver detection using Keras and convolution neural networks.

Crnn With Stn ⭐ 79

implement CRNN in Keras with Spatial Transformer Network

Nvidia Autopilot Keras ⭐ 78

Keras Implementation of End to End Learning for Self-Driving Cars by (Baris Kayalibay, Grady Jensen, Patrick van der Smagt)

House Price Prediction ⭐ 77

房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价最终结果神经网络效果更好，R^2值0.75左右

Music Genre Classification With Deep Learning ⭐ 76

Using deep learning to predict the genre of a song.

Har Cnn Keras ⭐ 75

Human Activity Recognition Using Convolutional Neural Network in Keras

Keras_zoo ⭐ 74

Keras implementation of Classification, Detection and Segmentation Networks

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

Linedistiller ⭐ 73

A data-driven line extractor for 2D anime, manga and illustration using Keras.

Keras Rfcn ⭐ 71

RFCN implement based on Keras&Tensorflow

Deep Learn Oil ⭐ 68

Deep learning tools for predicting oil well data

Weshclass ⭐ 67

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

Dbg Pds Tensorflow Demo ⭐ 65

Making predictions on prices in the Deutsche Börse Public Dataset using neural networks

Optic Disc Unet ⭐ 62

Attention Unet model with post process for retina optic disc segmention

Maskrcnn Modanet ⭐ 62

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

Deep_learning_for_biologists_with_keras ⭐ 62

tutorials made for biologists to learn deep learning

Headpose_final ⭐ 61

Human head pose estimation using Keras over TensorFlow.

Nih Chest Xray ⭐ 61

Identifying diseases in chest X-rays using convolutional neural networks

A Python 3 and Keras 2 implementation of MSCNN for people counting.

Generative modeling of synthetic time series data and time series augmentations

Triplet Net Keras ⭐ 59

Implementation of Triplet Neural Network on keras

Keras Progressive_growing_of_gans ⭐ 58

Keras implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

AI-mag: Inductor Modeling and Design with FEM and Artificial Neural Network

this is a simple demo for image segmentation.----unet网络进行语义分割的demo，用的数据集是KITTI

Ecg_heartbeat_classification ⭐ 55

CNN for heartbeat classification

Credit Card Fraud ⭐ 55

Analysis of credit card fraud data

Deep Segmentation ⭐ 55

CNNs for semantic segmentation using Keras library

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

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