Popular GitHub Repositories for Cntk

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

Setup and customize deep learning environment in seconds.

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.

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

Scenarios, tutorials and demos for Autonomous Driving

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

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

GPU-accelerated Deep Learning on Windows 10 native

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

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.

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

ANNdotNET - deep learning tool on .NET Platform.

The On-Ramp to Deep Learning

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.

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

A playground for continual, interactive neuroevolution

Deep Learning (Keras) Models Deployment using SQL databases

an implemention of some machine learning algorithm under c#

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

CNTK implementation of U-Net for image segmentation