cntk

ufoym/deepo

Setup and customize deep learning environment in seconds.

microsoft/MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

microsoft/VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

microsoft/AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

broadinstitute/keras-rcnn

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

philferriere/dlwin

GPU-accelerated Deep Learning on Windows 10 native

Azure/pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

bhrnjica/anndotnet

ANNdotNET - deep learning tool on .NET Platform.

anastasios-stamoulis/deep-learning-with-csharp-and-cntk

Deep Learning with C# and CNTK

ArtificialIntelligenceToolkit/conx

The On-Ramp to Deep Learning

usuyama/pydata-medical-image

A Deep Learning talk+tutorial for medical image processing

creiser/drone-detection

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

honghulabs/DockerKeras

We provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.

karolzak/cntk-hotel-pictures-classificator

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.

simionsoft/SimionZoo

A workbench for online model-free Reinforcement Learning on continuous control problems

zlsh80826/MSMARCO

Machine Comprehension Train on MSMARCO with S-NET Extraction Modification

karolzak/cntk-python-web-service-on-azure

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

santiagxf/prometheus

Prometheus is a machine learning powered solution for early detection of fires in national parks

tcmxx/CNTKUnityTools

Some Deep learning tools in Unity using CNTK

delzac/cntkx

Deep learning library that builds on and extends Microsoft CNTK

ThinkingForms/VLML

Machine learning in a visual language

jeffreyksmithjr/galapagos_nao

A playground for continual, interactive neuroevolution

microsoft/CNTK-FastRCNNDetector

A python implementation for a CNTK Fast-RCNN evaluation client

olgaliak/detection-amlworkbench

rcarmo/azure-toolbox

A Docker container with Azure Resource Manager administration tools and a machine/deep learning stack

StanislavGrigoriev/EasyCNTK

C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential multi-output model, agent teachers, policy gradients, actor-critic etc. Contains helpers for work with dataset (split, statistics, SMOTE etc). Allows train, evaluate and inference deep neural networks in style similar to Keras.

mllite/keras2sql

Deep Learning (Keras) Models Deployment using SQL databases

codec-abc/Electron-Unity-FFI-Playground

KIWI-ST/kiwi.server

an implemention of some machine learning algorithm under c#

nadavbar/node-cntk

Node.js bindings for CNTK

DhavalThkkar/DeepLearningDocker

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

usuyama/cntk-fully-convolutional-networks

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

Moeinh77/jump-start-machine-learning

Resources for starting the Machine learning and Deep learning.

frankibem/CS_6001

usuyama/cntk_unet

CNTK implementation of U-Net for image segmentation