37 Open Source Cntk Software Projects
Free and open source cntk code projects including engines, APIs, generators, and tools.
Mmdnn 5482 ⭐
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.
Vott 3703 ⭐
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
Pixel_level_land_classification 234 ⭐
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.
Dockerkeras 47 ⭐
We provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.
Drone Detection 39 ⭐
Bounding box detection of drones (small scale quadcopters) with CNTK Fast R-CNN
Simionzoo 33 ⭐
A workbench for online model-free Reinforcement Learning on continuous control problems
Cntk Hotel Pictures Classificator 36 ⭐
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.
Cntk Python Web Service On Azure 25 ⭐
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
Prometheus 26 ⭐
Prometheus is a machine learning powered solution for early detection of fires in national parks
Azure Toolbox 18 ⭐
A Docker container with Azure Resource Manager administration tools and a machine/deep learning stack
Cntk Fully Convolutional Networks 13 ⭐
CNTK implementation of Fully Convolutional Networks (FCN) with ResNet for semantic segmentation
Deeplearningdocker 12 ⭐
My custom Image for Quick setup of Deep Learning Libraries in Python on any machine.
Easycntk 13 ⭐
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.