Projects in Awesome Lists tagged with cntk-model
A curated list of projects in awesome lists tagged with cntk-model .
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: 25 Jan 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/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: 30 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