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60 search results found

Cntk ⭐ 17,463

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Yousan.ai ⭐ 1,289

Awesome resources of yousan.ai(closely related to deep learning).

Mlhub123 ⭐ 781

机器学习&深度学习网站资源汇总（Machine Learning Resources）

GPU-accelerated Deep Learning on Windows 10 native

Keras Rcnn ⭐ 496

Keras package for region-based convolutional neural networks (RCNNs)

Deeplearningstars ⭐ 366

Top Deep Learning Projects based on their Stars!

Cntk World ⭐ 332

🌎 Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)

Importance Sampling ⭐ 264

Code for experiments regarding importance sampling for training neural networks

Dlbench ⭐ 166

Benchmarking State-of-the-Art Deep Learning Software Tools

Objectdetectionusingcntk ⭐ 128

Fast R-CNN Object Detection on Azure using CNTK

Imagesimilarityusingcntk ⭐ 109

Deep Neural Network based Image Similarity ranking on Azure using CNTK

Deep Learning With Csharp And Cntk ⭐ 102

Deep Learning with C# and CNTK

Docker Keras ⭐ 92

Docker image: Keras in Docker for reproducible deep learning on CPU or GPU

The On-Ramp to Deep Learning

Nested Lstm ⭐ 84

Keras implementation of Nested LSTMs

Pydata Medical Image ⭐ 66

A Deep Learning talk+tutorial for medical image processing

End2end_au_speech ⭐ 64

Code for the paper "End-to-end Learning for 3D Facial Animation from Speech"

Deepprog ⭐ 60

Deep-Learning framework for multi-omic and survival data integration

Embarrassingly Parallel Image Classification ⭐ 44

Walkthrough demonstrating how trained DNNs (CNTK and TensorFlow) can be applied to massive image sets in ADLS using PySpark on Azure HDInsight clusters

Keras Cntk Docker ⭐ 41

Docker container for keras + cntk intended for nvidia-docker

Object_detection_ocr ⭐ 41

Pretrained deep learning features for Documents trained on OCR results with Object Detection frameworks

Denoising_dihard18 ⭐ 40

Deep Learning Benchmarks ⭐ 31

R bindings to the CNTK library

Machine Comprehension Train on MSMARCO with S-NET Extraction Modification

Cntk Hotel Pictures Classificator ⭐ 29

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

Drone Detection ⭐ 28

Bounding box detection of drones (small scale quadcopters) with CNTK Fast R-CNN

Deeptyper ⭐ 27

Keras Global Context Networks ⭐ 27

Keras implementation of Global Context Attention blocks

Cntk Docker ⭐ 26

Microsoft Cognitive Toolkit (CNTK) Docker Images

Keras Cntk Benchmark ⭐ 25

Code for Benchmarking CNTK performance on Keras vs. TensorFlow

Cntk Python Web Service On Azure ⭐ 25

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN

Bw2color ⭐ 23

给出无类标的黑白图片或视频，在保证语义正确的情况下，利用计算机视觉技术将其转换为彩色

Sql_python_deep_learning ⭐ 21

Deep learning project made in SQL Server with python

Cutechinesetts ⭐ 17

An open source Chinese TTS system, with opened data, opened full pipeline code and opened model

Nlp Services ⭐ 16

SingularityNET services for understanding or manipulating natural language

Deep learning library that builds on and extends Microsoft CNTK

Azure Webapp W Cntk ⭐ 15

Deployment template for Azure WebApp, CNTK, Python 3 (x64) and sample model

Keras4delphi ⭐ 14

Keras4Delphi is a high-level neural networks API, written in Pascal with Python Binding

Cntk Fully Convolutional Networks ⭐ 13

CNTK implementation of Fully Convolutional Networks (FCN) with ResNet for semantic segmentation

Keras2sql ⭐ 12

Deep Learning (Keras) Models Deployment using SQL databases

Deeplearningdocker ⭐ 12

My custom Image for Quick setup of Deep Learning Libraries in Python on any machine.

Jump Start Machine Learning ⭐ 10

Resources for starting the Machine learning and Deep learning.

Cntk_unet ⭐ 9

CNTK implementation of U-Net for image segmentation

Objectdetection ⭐ 9

Object detection example using CNTK and Python.

Microsoft_cntk2.0_from_r ⭐ 9

Showcase: calling Microsoft Cognitive Toolkit (CNTK) 2.0 deep learning library fromwithin R using reticulate package and Azure DSVM.

Aml Airfield ⭐ 8

Ready to use scoring engines for Image, Text and Time Series

Time Series Analysis ⭐ 8

Cortana Intelligence Product Detection From Images ⭐ 8

This repo demonstrates how to develop an end-to-end solution for product detection from images using CNTK and Azure platform.

ConvGRU is added to Keras and tested with a toy task.

Convgru2d ⭐ 8

A ConvGRU2D (equivalent to ConvLSTM2D) is added to Keras with a corresponding example

K8scntksamples ⭐ 7

Samples showing how to use CNTK running on Kubernetes

Cntk_realtime_multi Person_pose_estimation ⭐ 7

Microsoft CNTK implementation of Realtime Multi-Person Pose Estimation.

Presentations ⭐ 6

Slides and notes we've presented out

Displacenet ⭐ 6

Recognising Displaced People from Images by Exploiting Dominance Level - CVPR '19 Workshop on Computer Vision for Global Challenges (CV4GC)

Trained AI models to detect faces in my family photos using Microsoft Cognitive Toolkit http://cntk.ai

Began Cntk ⭐ 5

Boundary Equilibrium Generative Adversarial Networks (BEGAN) Implementation in Microsoft Cognitive Toolkit (CNTK)

Keras Api ⭐ 5

Keras: Deep Learning for humans

Categorical_dqn ⭐ 5

Categorical DQN from 'A distributional Perspective on Reinforcement Learning'

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