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253 search results found

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Deep Learning Keras Tensorflow ⭐ 2,863

Introduction to Deep Neural Networks with Keras and Tensorflow

Analytics Zoo ⭐ 2,592

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

Invoicenet ⭐ 2,297

Deep neural network to extract intelligent information from invoice documents.

Talos ⭐ 1,596

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

Cloudml Samples ⭐ 1,453

Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-s

Densedepth ⭐ 1,365

High Quality Monocular Depth Estimation via Transfer Learning

Invoice ⭐ 1,356

增值税发票OCR识别，使用flask微服务架构，识别type：增值税电子普通发票，增值税普通发票，增

Face Mask Detection ⭐ 1,355

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

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

Kafka Streams Machine Learning Examples ⭐ 806

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

Introneuralnetworks ⭐ 691

Introducing neural networks to predict stock prices

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Deepcut ⭐ 319

A Thai word tokenization library using Deep Neural Network

Dc Unet ⭐ 298

We proposed a novel U-Net-based model -- DC-UNet to do medical image segmentation.

Guitarlstm ⭐ 278

Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

Chineseaddress_ocr ⭐ 276

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

Recommender System ⭐ 254

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Dlpython_course ⭐ 237

Примеры для курса "Программирование глубоких нейронных сетей на Python"

Twitchcompilationcreator ⭐ 209

A fully automated system that transforms Twitch clips into gaming compilations

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Intelegent_lock ⭐ 167

lock mechanism with face recognition and liveness detection

Distributed Keras Engine, Make Keras faster with only one line of code.

C3d Keras ⭐ 159

C3D for Keras + TensorFlow

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Keras Srgan ⭐ 153

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

Mask Rcnn Tf2 ⭐ 149

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

Har Keras Cnn ⭐ 137

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

Kafka Ml ⭐ 131

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

K Neural Api ⭐ 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.

Text Detection Using Yolo Algorithm In Keras Tensorflow ⭐ 122

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

Max Audio Classifier ⭐ 112

Identify sounds in short audio clips

Ds_and_ml_projects ⭐ 110

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

Motionblur Detection By Cnn ⭐ 109

Relataly Public Python Tutorials ⭐ 109

Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

Tf2deepfloorplan ⭐ 107

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

Stock Price Predictor ⭐ 107

This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.

Deep Reinforcement Learning For Trading

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

Colab Tf Utils ⭐ 84

Automatically backup keras/tensorflow models from Google's Colab service to your GoogleDrive based on a keras callback!

Deel Lip ⭐ 79

Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers

Keras Attention Augmented Convs ⭐ 77

Keras implementation of Attention Augmented Convolutional Neural Networks

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Deep Learning Model Deploy With Django ⭐ 74

Serving a keras model (neural networks) in a website with the python Django-REST framework.

Stock Volatility Google Trends ⭐ 70

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

Augmix_tf2 ⭐ 67

TF2.0 port for Augmix paper

Very Deep Convnets Raw Waveforms ⭐ 64

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

Neuralnetworks ⭐ 63

Implementation of a Neural Network that can detect whether a video is in-game or not

Dcase2020_task1 ⭐ 62

Code for DCASE 2020 task 1a and task 1b.

Santosnet ⭐ 61

A simple self driving car in GTAV that uses the Xception deep neural network model with DeepGTAV

Bidaf Keras ⭐ 60

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Unsuprevised_seg_via_cnn ⭐ 55

An unsupervised (or self-supervised) loss function for binary image segmentation.

Tf Model Deploy Tutorial ⭐ 53

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

Kerasgen ⭐ 53

A Keras/Tensorflow compatible image data generator for TripletLoss

Keras_ile_derin_ogrenmeye_giris ⭐ 52

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

Poreflow Net ⭐ 50

3D CNN to predict single-phase flow velocity fields

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Costar_plan ⭐ 49

Integrating learning and task planning for robots with Keras, including simulation, real robot, and multiple dataset support.

Interp Net ⭐ 49

Code for "Interpolation-Prediction Networks for Irregularly Sampled Time Series", ICLR 2019.

Keras Depthwiseconv3d ⭐ 48

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions

Seisblue ⭐ 46

Deep learning seismic phase picking framework with SEISAN

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

Sign Language ⭐ 45

Sign Language Recognition for Deaf People

Real Time Violence Detection In Video ⭐ 44

Sound Mnist ⭐ 42

A Convolutional Neural Network to identify spoken digits.

Uncertainty Wizard ⭐ 39

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

Tf Semantic Segmentation ⭐ 39

Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc

Coral Ordinal ⭐ 38

Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)

What Digit You Write ⭐ 37

🎰Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.

Tf Deformable Conv Layer ⭐ 37

TensorFlow implementation of Deformable Convolutional Layer

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

Recurrent Neural Network For Bitcoin Price Prediction ⭐ 36

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

Ocular Disease Intelligent Recognition Deep Learning ⭐ 35

ODIR-2019. Ocular Disease Intelligent Recognition Through Deep Learning Architectures

Intelligent Transportation System ⭐ 35

CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate content, semantic segmentation to get zebra crossing, tradition method to get area of lanes .etc.

Training Keras Models by the Genetic Algorithm using PyGAD

Wastedata Mask_rcnn Multiple Classes ⭐ 35

predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version

Nsfw Classification ⭐ 34

A Simple NSFW Classifier Based on Keras and Tensorflow

Nhdrrnet ⭐ 34

Keras Implementation of the paper Deep HDR Imaging via A Non-Local Network - TIP 2020

Face Anti Spoofing ⭐ 34

A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature, implemented with tensorflow and keras.

Gym Nes Mario Bros ⭐ 33

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

Covid 19 Detection ⭐ 33

Detect Covid-19 with Chest X-Ray Data

Image Segmentation On Faces ⭐ 33

A Keras-Tensorflow Fully Convolutional Network that performs image segmentation on faces

Image Object Localization ⭐ 32

Image Object Localization by ResNet-18 using tensorflow, keras and pytorch

Efficientnet Lite Keras ⭐ 32

Keras reimplementation of EfficientNet Lite.

Hierarchicalattentionnetworks ⭐ 31

Hierarchical Attention Networks for Document Classification in Keras

Malayalam Character Recognition ⭐ 31

Recognize handwritten Malayalam characters from images

Crypto Predict ⭐ 29

A dockerized prediction API for crypto.

Thyroid Us ⭐ 28

Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)

Stock market prediction using Keras

Detection Of Small Flying Objects In Uav Videos ⭐ 28

Code for paper "Detection of Flying Honeybees in UAV Videos"

Stocktwits Sentiment ⭐ 28

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Konverter ⭐ 28

A tool to convert simple Keras models to pure Python 🐍+ NumPy

Predicting_bitcoin_market ⭐ 27

Predict bitcoin values using social sentiments (e.g. news and reddit posts)

Cerebros Core Algorithm Alpha ⭐ 26

The Cerebros package is an ultra-precise Neural Architecture Search (NAS) / AutoML that is intended to much more closely mimic biological neurons than conventional neural network architecture strategies.

Potato Disease Classification ⭐ 25

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

Brain Mri Segmentation ⭐ 25

Smart India Hackathon 2019 project given by the Department of Atomic Energy

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