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Microsoft / CNTK

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

cognitive-toolkit cntk deep-learning machine-learning deep-neural-networks neural-network distributed python c-plus-plus c-sharp java

C++ Updated Mar 22, 2019 1 issue needs help

ufoym / deepo

4.7k

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environ…

deep-learning jupyter lasagne caffe tensorflow sonnet keras theano chainer torch pytorch mxnet cntk dockerfile-generator docker-image caffe2 onnx

Python Updated Mar 22, 2019

Microsoft / MMdnn

3.3k

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion a…

cntk visualization tensorflow model-converter pytorch caffe keras mxnet coreml onnx darknet

Python Updated Mar 19, 2019 5 issues need help

Azure / mmlspark

1.4k

Microsoft Machine Learning for Apache Spark

spark cntk pyspark azure microsoft-machine-learning scala microsoft ml machine-learning

Scala Updated Mar 22, 2019 9 issues need help

Microsoft / AutonomousDrivingCookbook

1.3k

Scenarios, tutorials and demos for Autonomous Driving

deep-learning self-driving-car autonomous-vehicles tensorflow cntk keras airsim autonomous-driving autonomous-driving-cookbook microsoft tutorial simulation car microsoft-garage robotics

Jupyter Notebook Updated Mar 15, 2019

Microsoft / VoTT

1.1k

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

cntk video-tagging deep-learning object-detection labeling detection tagging taggingtools imagetagger image-tagging detection-model training-yolo yolo tensorflow-object-detection-api annotation-tool image-annotation

JavaScript Updated Mar 22, 2019

Microsoft / pai

836

Resource scheduling and cluster management for AI

Java Updated Mar 22, 2019 1 issue needs help

philferriere / dlwin

518

GPU-accelerated Deep Learning on Windows 10 native

theano gpu-acceleration deep-learning tensorflow cudnn cntk gpu-mode keras

Python Updated Jun 26, 2018

broadinstitute / keras-rcnn

424

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

deep-learning theano tensorflow cntk object-detection image-segmentation

Python Updated Mar 13, 2019 10 issues need help

Kenza-AI / sagify

124

Continuous Machine Learning Training and Deployment on AWS SageMaker

Python Updated Mar 2, 2019

Azure / pixel_level_land_classification

100

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover…

neural-networks image-classification image-segmentation geospatial-data geospatial-analysis land-cover land-use cntk cntk-model azure-batchai azure-storage microsoft microsoft-azure microsoft-machine-learning

Jupyter Notebook Updated Nov 28, 2018

bhrnjica / anndotnet

88

ANNdotNET - deep learning tool on .NET Platform.

ann ml machine-learning cntk net netcore predictive-modeling

Rich Text Format Updated Mar 15, 2019 1 issue needs help

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

72

Deep Learning with C# and CNTK

cntk deep-learning c-sharp python capsule-network

C# Updated Jan 28, 2019

Calysto / conx

60

The On-Ramp to Deep Learning

keras theano tensorflow python neural-network deep-learning cntk

Python Updated Jan 4, 2019

usuyama / pydata-medical-image

43

A Deep Learning talk+tutorial for medical image processing

keras cntk python image-processing

Jupyter Notebook Updated Jul 8, 2017 1 issue needs help

chi-hung / DockerKeras

38

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

tensorflow cntk mxnet theano keras deep-learning deep-learning-docker docker-gpu

Dockerfile Updated Feb 4, 2019

simionsoft / SimionZoo

30

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

reinforcement-learning cntk continuous-control distributed-systems windows linux

C++ Updated Mar 13, 2019

turingnetworkai / turingnetwork

27

Exploration tool for your NeuralNetwork

pytorch mxnet cntk chainer onnx visualization

Python Updated Nov 8, 2018 1 issue needs help

zlsh80826 / MSMARCO

24

Machine Comprehension train on MSMARCO with S-NET extraction modification

msmarco cntk s-net machine-comprehension nlp question-answering

Python Updated Jan 17, 2019

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

22

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image c…

cntk python image-classification cntk-model flask fasterrcnn azure-web azure-web-app-service azure-webapp kudu object-detection cognitive-toolkit web-service api-rest restful-api deep-learning ml ai machine-learning

Python Updated Feb 5, 2018

olgaliak / detection-amlworkbench

20

tensorflow cntk object-detection faster-rcnn azure-machine-learning

Jupyter Notebook Updated Dec 13, 2017

karolzak / cntk-hotel-pictures-classificator

20

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize spe…

cntk classification cognitive-toolkit cntk-model object-detection object-classification python deep-learning deep-neural-networks transfer-learning faster-rcnn alexnet-model machine-learning ai ml dsvm

Python Updated Feb 15, 2018

rcarmo / azure-toolbox

17

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

azure vnc-server toolbox cntk tensorflow deep-learning machine-learning

Dockerfile Updated Aug 23, 2018

creiser / drone-detection

16

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

detection deep-learning quadcopter rcnn fast-rcnn cntk computer-vision

Python Updated Mar 7, 2017

nadavbar / node-cntk

15

Node.js bindings for CNTK

cntk nodejs deep-learning

C++ Updated Jun 22, 2017

jeffreyksmithjr / galapagos_nao

15

A playground for continual, interactive neuroevolution

mxnet gluon elixir deep-learning cntk caffe2 pytorch neuroevolution

Elixir Updated May 16, 2018

tcmxx / CNTKUnityTools

14

Some Deep learning tools in Unity using CNTK

cntk unity deep-learning style-transfer neural-network reinforcement-learning

C# Updated Jun 27, 2018

Microsoft / CNTK-FastRCNNDetector

12

A python implementation for a CNTK Fast-RCNN evaluation client

cntk object-detection deep-learning

Python Updated Jul 4, 2017

usuyama / cntk-fully-convolutional-networks

12

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

python cntk image-segmentation fully-convolutional-networks

Jupyter Notebook Updated Aug 18, 2017 1 issue needs help

santiagxf / prometheus

11

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

deep-learning cntk transfer-learning alexnet fire drones detection machine-learning

Jupyter Notebook Updated Oct 8, 2018

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Repositories 103