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.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 2 days ago - Pushed at: almost 6 years ago - Stars: 279 - Forks: 97

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.

Language: Python - Size: 2.32 MB - Last synced at: 28 days ago - Pushed at: about 7 years ago - Stars: 40 - Forks: 22

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

Language: Python - Size: 529 KB - Last synced at: 28 days ago - Pushed at: about 7 years ago - Stars: 26 - Forks: 19

2wins/BEGAN-cntk

Boundary Equilibrium Generative Adversarial Networks (BEGAN) Implementation in Microsoft Cognitive Toolkit (CNTK)

Language: Python - Size: 1.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 0

harshalsonioo1/Solarcell-wattage-prediction

Language: Jupyter Notebook - Size: 162 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

tamntn/vandyhack17

Redzone 🚔 - a machine learning model in a web application to predict campus crime probability by location and type

Language: CSS - Size: 25.2 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

limberc/CNTK-GANs

GANs tools for CNTK

Language: Python - Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0