Projects in Awesome Lists tagged with cntk

https://github.com/microsoft/cntk

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

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

Last synced: 12 May 2025

https://github.com/Microsoft/CNTK

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

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

Last synced: 11 Apr 2025

https://github.com/microsoft/CNTK

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

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

Last synced: 13 Mar 2025

https://github.com/ufoym/deepo

Setup and customize deep learning environment in seconds.

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

Last synced: 14 May 2026

https://github.com/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.

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

Last synced: 01 Apr 2025

https://github.com/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.

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

Last synced: 13 May 2025

https://github.com/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.

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

Last synced: 07 Apr 2025

https://github.com/microsoft/VoTT

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

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

Last synced: 05 Apr 2025

https://github.com/Microsoft/VoTT

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

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

Last synced: 12 Mar 2025

https://github.com/microsoft/autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

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

Last synced: 15 May 2025

https://github.com/microsoft/AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

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

Last synced: 13 Mar 2025

https://github.com/broadinstitute/keras-rcnn

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

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

Last synced: 16 May 2025

https://github.com/philferriere/dlwin

GPU-accelerated Deep Learning on Windows 10 native

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

Last synced: 05 Apr 2025

https://github.com/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.

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

Last synced: 07 Oct 2025

https://github.com/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.

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

Last synced: 08 May 2025

https://github.com/bhrnjica/anndotnet

ANNdotNET - deep learning tool on .NET Platform.

ann cntk machine-learning ml net netcore predictive-modeling

Last synced: 16 Jan 2026

https://github.com/artificialintelligencetoolkit/conx

The On-Ramp to Deep Learning

cntk deep-learning keras neural-network python tensorflow theano

Last synced: 30 Sep 2025

https://github.com/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.

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

Last synced: 27 Feb 2026

https://github.com/zlsh80826/msmarco

Machine Comprehension Train on MSMARCO with S-NET Extraction Modification

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

Last synced: 22 Mar 2025

https://github.com/santiagxf/prometheus

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

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

Last synced: 24 Apr 2025

https://github.com/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

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

Last synced: 01 May 2025

https://github.com/jeffreyksmithjr/galapagos_nao

A playground for continual, interactive neuroevolution

caffe2 cntk deep-learning elixir gluon mxnet neuroevolution pytorch

Last synced: 13 Apr 2025

https://github.com/rcarmo/azure-toolbox

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

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

Last synced: 23 Mar 2025

https://github.com/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.

c-sharp cntk cognitive-toolkit deep-learning deep-learning-library deep-neural-networks machine-learning