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cognitive-toolkit

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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

Star 26

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

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