microsoft/VoTT 📦

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

Language: TypeScript - Size: 56.6 MB - Last synced: 9 days ago - Pushed: over 2 years ago - Stars: 4,227 - Forks: 827

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.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced: 10 days ago - Pushed: almost 5 years ago - Stars: 270 - Forks: 98

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.

Language: Python - Size: 35.5 MB - Last synced: 10 days ago - Pushed: 8 months ago - Stars: 5,783 - Forks: 968

broadinstitute/keras-rcnn

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

Language: Python - Size: 5.07 MB - Last synced: 11 days ago - Pushed: about 4 years ago - Stars: 551 - Forks: 225

mllite/keras2sql

Deep Learning (Keras) Models Deployment using SQL databases

Language: Python - Size: 18 MB - Last synced: 28 days ago - Pushed: almost 5 years ago - Stars: 17 - Forks: 3

fwaris/FsCNTKTools

A utility for constructing interative graphs for viewing and understanding CNTK models

Language: F# - Size: 2.57 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 6 - Forks: 0

microsoft/CNTK

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

Language: C++ - Size: 892 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 17,464 - Forks: 4,302

springkim/FasterRCNN_SpringEdition

FasterRCNN Windows C++ library(train,detection both) all dependencies are included.

Language: C++ - Size: 47 MB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 8 - Forks: 1

olgaliak/detection-amlworkbench

Language: Jupyter Notebook - Size: 2.47 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 20 - Forks: 10

ArtificialIntelligenceToolkit/conx

The On-Ramp to Deep Learning

Language: Python - Size: 173 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 97 - Forks: 19

simionsoft/SimionZoo

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

Language: C++ - Size: 248 MB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 36 - Forks: 25

ufoym/deepo 📦

Setup and customize deep learning environment in seconds.

Language: Python - Size: 366 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 6,317 - Forks: 758

microsoft/AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

Language: Jupyter Notebook - Size: 54 MB - Last synced: 2 months ago - Pushed: 12 months ago - Stars: 2,264 - Forks: 559

shivamnegi92/LSTM-RNN-over-Bitcoin-Historical-Data

A LSTM based Deep Net which predict bitcoin value trends(30 days)

Language: Jupyter Notebook - Size: 1.48 MB - Last synced: 2 months ago - Pushed: about 6 years ago - Stars: 6 - Forks: 1

WLOGSolutions/microsoft_cntk2.0_from_r

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

Language: R - Size: 301 KB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 8 - Forks: 2

Ma27/cntk-image-tool

:100: Little tool which handles images using Microsoft's tool CNTK.

Language: C# - Size: 7.81 KB - Last synced: 3 months ago - Pushed: almost 8 years ago - Stars: 3 - Forks: 0

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

Deep Learning with C# and CNTK

Language: C# - Size: 84.8 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 119 - Forks: 48

delzac/cntkx

Deep learning library that builds on and extends Microsoft CNTK

Language: Python - Size: 1.74 MB - Last synced: 26 days ago - Pushed: over 3 years ago - Stars: 23 - Forks: 5

bhrnjica/anndotnet

ANNdotNET - deep learning tool on .NET Platform.

Language: Rich Text Format - Size: 58.3 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 124 - Forks: 35

philferriere/dlwin

GPU-accelerated Deep Learning on Windows 10 native

Language: Python - Size: 2.71 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 518 - Forks: 100

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.

Language: Python - Size: 2.32 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 39 - Forks: 22

frankibem/CS_6001

Language: Python - Size: 2.22 MB - Last synced: 3 months ago - Pushed: over 6 years ago - Stars: 9 - Forks: 5

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.

Language: C# - Size: 15.1 MB - Last synced: 10 days ago - Pushed: about 4 years ago - Stars: 19 - Forks: 8

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

Language: Python - Size: 529 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 26 - Forks: 18

microsoft/CNTK-FastRCNNDetector 📦

A python implementation for a CNTK Fast-RCNN evaluation client

Language: Python - Size: 29.3 KB - Last synced: 2 months ago - Pushed: almost 7 years ago - Stars: 21 - Forks: 19

ThinkingForms/VLML

Machine learning in a visual language

Language: C# - Size: 10.7 MB - Last synced: 9 days ago - Pushed: over 4 years ago - Stars: 23 - Forks: 3

frankibem/reinforcement-learning

Implementation of reinforcement learning algorithms with descriptions for beginners.

Language: Jupyter Notebook - Size: 818 KB - Last synced: 3 months ago - Pushed: about 7 years ago - Stars: 8 - Forks: 1

gy12346123/FacialExpressionSample

CNTK用表情识别样本采集器

Language: C# - Size: 441 KB - Last synced: 8 months ago - Pushed: over 7 years ago - Stars: 1 - Forks: 1

gy12346123/CNTK-FastRCNN-Sample

C1_DrawBboxesOnImages.py and C2_AssignLabelsToBboxes.py's C# version

Language: C# - Size: 444 KB - Last synced: 8 months ago - Pushed: over 7 years ago - Stars: 2 - Forks: 0

SiluPanda/microsoft-ai-challenge-2018

this is my attempt to microsoft ai challenge 2018

Language: Python - Size: 9.77 KB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

ImagingSolution/CognitiveCSharpKit

Cognitive CSharpKit　(Cognitive ToolkitのC#ラッパー)

Language: C# - Size: 48.8 KB - Last synced: 8 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

rcarmo/azure-toolbox

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

Language: Dockerfile - Size: 388 KB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 19 - Forks: 0

Smarker/batchai-benchmark

Distributed training with Batch AI

Language: Shell - Size: 56.6 KB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 2 - Forks: 3

CatalystCode/NutritionDoctorImageClassifier

:apple: Microsoft/Ping An Nutrition Doctor - Image Classifier

Language: Jupyter Notebook - Size: 89.1 MB - Last synced: about 2 months ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 1

stas-pavlov/at236x-deep-learning-explained

Workbooks for https://edX.org at236x course

Language: Jupyter Notebook - Size: 381 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 4 - Forks: 5

frankibem/categorical_dqn

Categorical DQN from 'A distributional Perspective on Reinforcement Learning'

Language: Python - Size: 216 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 6 - Forks: 2

vitormeriat/presentations

Slides and notes we've presented out

Language: Jupyter Notebook - Size: 53.6 MB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 7 - Forks: 0

valohai/cntk-example

Microsoft Cognitive Toolkit examples for Valohai platform

Language: Python - Size: 4.88 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

Asapin/MnistTester

Language: C# - Size: 21.4 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

Asapin/cntk-dnn-builder

CNTK Deep Neural Network Builder

Language: C# - Size: 269 KB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 3 - Forks: 0

gmcgibbon/cntk-examples

Neural networks built with CNTK

Language: Jupyter Notebook - Size: 15.6 KB - Last synced: 10 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

tcmxx/CNTKUnityTools

Some Deep learning tools in Unity using CNTK

Language: C# - Size: 5.85 MB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 24 - Forks: 5

NullFragment/scripts

Collection of scripts and other tools for automating the setup of Linux distributions for machine learning and mathematics.

Language: Shell - Size: 42 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

creiser/drone-detection

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

Language: Python - Size: 124 MB - Last synced: over 1 year ago - Pushed: over 7 years ago - Stars: 47 - Forks: 19

waikato-datamining/cntk 📦

Collection of modified CNTK scripts.

Language: Python - Size: 610 KB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

KIWI-ST/kiwi.server

an implemention of some machine learning algorithm under c#

Language: C# - Size: 90 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 14 - Forks: 2

santiagxf/prometheus

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

Language: Jupyter Notebook - Size: 112 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 26 - Forks: 7

zlsh80826/MSMARCO

Machine Comprehension Train on MSMARCO with S-NET Extraction Modification

Language: Python - Size: 5.33 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 31 - Forks: 8

trylogout/P.A.G.E_Neural_Network_Complex

Person, Age, Gender and Emotion recognition using CNTK and MXNet.

Language: Python - Size: 11.5 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

usuyama/pydata-medical-image

A Deep Learning talk+tutorial for medical image processing

Language: Jupyter Notebook - Size: 24.7 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 79 - Forks: 28

codec-abc/Electron-Unity-FFI-Playground

Language: C# - Size: 12 MB - Last synced: about 1 year ago - Pushed: over 7 years ago - Stars: 16 - Forks: 4

alexkreidler/wiz

An ML platform + package manager.

Language: Go - Size: 3.53 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 1

elevir/CNTKBinaryWriter

Library that allows to write data in accordance with CNTK Binary Format

Language: C# - Size: 25.4 KB - Last synced: 10 days ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

jasonrig/datasci-singularity

A data science environment in a singularity container

Size: 11.7 KB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

SpaceAntelope/IfCntk

CNTK and ML.NET examples in F# in jupyter. More info at https://areslazarus.com

Language: Jupyter Notebook - Size: 14.2 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 0

jeffreyksmithjr/galapagos_nao

A playground for continual, interactive neuroevolution

Language: Elixir - Size: 2.3 MB - Last synced: 3 months ago - Pushed: about 6 years ago - Stars: 21 - Forks: 0

Moeinh77/jump-start-machine-learning

Resources for starting the Machine learning and Deep learning.

Size: 182 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 10 - Forks: 3

main76/snake-master

reinforcement learning with cntk

Language: Python - Size: 127 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 8 - Forks: 2

vladlee098/iris-classifier-cntk

Using classification to predict iris species within the Iris dataset

Language: C# - Size: 36.1 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

2wins/BEGAN-cntk

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

Language: Python - Size: 1.3 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 4 - Forks: 0

southworks/CapsNet-CNTK

A CNTK implementation of CapsNet based on Geoffrey Hinton's paper Dynamic Routing Between Capsules

Language: Python - Size: 1.8 MB - Last synced: 18 days ago - Pushed: about 6 years ago - Stars: 6 - Forks: 5

DhavalThkkar/DeepLearningDocker

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

Language: Shell - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 12 - Forks: 4

ducthienbui97/Celebrity-Faces-Classifier

Classifier can detect 88 celebrities with accuracy of 50%

Language: Jupyter Notebook - Size: 22.5 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 1

jimwill3/NY-AZML-Meetup

New York Azure Machine Learning Meetup content archive

Language: Jupyter Notebook - Size: 76.5 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 7 - Forks: 3

0h-n0/DL_benchmarks

Simple benchmarks on major deeplearning frameworks with Python.

Language: Python - Size: 51.8 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1

paxbun/CntkMnistPractice

MNIST classifier using CNTK written in C++ and C#. Only used fully connected layers.

Language: C# - Size: 11.2 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

zlsh80826/AppropriateResponsePrediction

Predict Appropriate Response in Chinese

Language: Jupyter Notebook - Size: 23.9 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

usuyama/cntk-fully-convolutional-networks

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

Language: Jupyter Notebook - Size: 137 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 13 - Forks: 8

nadavbar/node-cntk

Node.js bindings for CNTK

Language: C++ - Size: 166 MB - Last synced: 5 days ago - Pushed: almost 7 years ago - Stars: 15 - Forks: 3

ascvorcov/TensorBoardFileWriter

C# port of python implementation of TensorBoardProgressWriter for CNTK

Language: C# - Size: 11.7 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

MidasXIV/Artificial-Intelliegence--Deep-Learning--Tensor-Flow

exercises from "Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning"

Language: Jupyter Notebook - Size: 34 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

nadavbar/node-cntk-mnist-sample

A sample web app in node.js for hosting a CNTK model for hand written digits recognition

Language: JavaScript - Size: 1.35 MB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 4 - Forks: 1

rai-project/cntk

CNTK agent for CarML

Language: Go - Size: 269 KB - Last synced: about 2 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

rai-project/go-cntk

CNTK go bindings for CarML

Language: C++ - Size: 470 KB - Last synced: about 2 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1

usuyama/cntk_unet

CNTK implementation of U-Net for image segmentation

Language: Jupyter Notebook - Size: 262 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 9 - Forks: 3

egg-west/IndRNN_cntk

An implementation of IndRNN on Microsoft cntk.

Language: Jupyter Notebook - Size: 346 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 5 - Forks: 0

SpaceAntelope/cntk-net-core-example

Minimal working projects with CNTK in C#, F# and F# in Jupyter

Language: C# - Size: 28.3 KB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 1

howardpaget/CNTK-UWP-Example

A simple example demonstrating the use of CNTK in a UWP app

Language: C# - Size: 43 KB - Last synced: 12 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

sk-g/MNISTGANTemp

Experiments with GAN architectures on pytorch,keras,tensorflow and CNTK

Language: Jupyter Notebook - Size: 188 MB - Last synced: 8 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

Smarker/faster-rcnn

Contains training and prediction scripts for CNTK Faster-RCNN Object Detection

Language: Python - Size: 17.6 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

died/CntkEvaluatePerformance

Some test code about using CNTK framework's evaluate performance, compare with OpenCV DNN module using caffe model.

Language: C# - Size: 177 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

kaiidams/CNTKja

CNTKのチュートリアルの日本語訳 (Japanese translation of CNTK tutorials)

Language: Jupyter Notebook - Size: 8.56 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1

killf/CNTK.NET

The most popular .Net library for CNTK.

Size: 15.6 KB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

mateusrodrigues/DeepLearning-edX

This is my follow-along code to the DAT236x Deep Learning Explained course by Microsoft at edx.org

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

fiskio/cntk-tutorial

Use CNTK to train a feed forward network that recognises letters and numbers!

Language: Jupyter Notebook - Size: 20.5 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 0

billangli/CNTK

Language: Python - Size: 8.79 KB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

zpbappi/sypy-27apr2017

Presentation and demo materials presented on 27th April 2017 in Sydney Python User Group (SyPy)

Language: Python - Size: 1.26 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

chrinide/wfl_cntk Fork of ivannp/wfl_cntk

Walk-Forward analysis using CNTK

Language: Python - Size: 46.9 KB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0