Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.
Обновлено 2023-06-27 16:03:51 +03:00
Microsoft Cognitive Toolkit (CNTK) Docker Images
Обновлено 2023-06-13 20:53:27 +03:00
Scenarios, tutorials and demos for Autonomous Driving
microsoft
deep-learning
simulation
tensorflow
robotics
tutorial
autonomous-vehicles
airsim
self-driving-car
autonomous-driving
autonomous-driving-cookbook
car
cntk
keras
microsoft-garage
Обновлено 2023-06-12 22:32:09 +03:00
Native implementation of a Keras-style API. Uses the Cognitive Toolking (CNTK) as backend.
Обновлено 2022-12-07 21:44:13 +03:00
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
machine-learning
python
deep-learning
java
c-sharp
c-plus-plus
distributed
cntk
deep-neural-networks
neural-network
cognitive-toolkit
Обновлено 2022-09-23 17:06:50 +03:00
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.
Обновлено 2022-09-23 02:59:07 +03:00
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
deep-learning
object-detection
cntk
detection
labeling
imagetagger
tagging
taggingtools
tensorflow-object-detection-api
video-tagging
annotation-tool
detection-model
image-annotation
image-tagging
Обновлено 2021-12-07 00:10:56 +03:00
Deep Neural Network based Image Similarity ranking on Azure using CNTK
Обновлено 2020-03-10 20:38:16 +03:00
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.
microsoft
azure-storage
image-classification
neural-networks
cntk
microsoft-azure
land-cover
land-use
geospatial-data
image-segmentation
microsoft-machine-learning
azure-batchai
cntk-model
geospatial-analysis
Обновлено 2019-07-25 06:53:28 +03:00
This repo demonstrates how to develop an end-to-end solution for product detection from images using CNTK and Azure platform.
Обновлено 2019-07-20 04:00:32 +03:00
Fast R-CNN Object Detection on Azure using CNTK
Обновлено 2018-03-24 00:14:57 +03:00
Deep-learning based Image Classification
Обновлено 2017-11-16 17:52:57 +03:00
A tutorial demonstrating how to train a neural network to play hangman using CNTK
Обновлено 2017-11-02 21:07:18 +03:00
Walkthrough demonstrating how trained DNNs (CNTK and TensorFlow) can be applied to massive image sets in ADLS using PySpark on Azure HDInsight clusters
Обновлено 2017-09-06 22:46:02 +03:00
A python implementation for a CNTK Fast-RCNN evaluation client
Обновлено 2017-07-04 11:22:40 +03:00
The code to accompany “Time-series-forecasting-using-CNTK” tutorial on Cortana Intelligence Gallery .
Обновлено 2016-11-29 00:51:32 +03:00