cognitive-toolkit

Here are 12 public repositories matching this topic...

microsoft / CNTK

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

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

Updated Mar 11, 2023
C++

karolzak / cntk-hotel-pictures-classificator

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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…

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

Updated Feb 15, 2018
Python

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

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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

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

Updated Feb 5, 2018
Python

StanislavGrigoriev / EasyCNTK

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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, sta…

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