michhar/iot-edge-classification-module michhar/iot-edge-classification-module

  • Stars
    star
    1
  • Language
    Python
  • Created almost 6 years ago
  • Updated over 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
michhar/iot-edge-classification-module
github

michhar

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Sample of using PyTorch for inference in an Azure IoT Edge Module.

More Repositories

1

pytorch-mask-rcnn-samples

Example notebooks on building PyTorch, preparing data and training as well as an updated project from a PyTorch MaskRCNN port
Jupyter Notebook
39
star
2

rpy2_sample_notebooks

Some sample notebooks using R commands within Python through rpy2 module
Jupyter Notebook
30
star
3

useR2016-tutorial-jupyter

R for Reproducible Research tutorial
Jupyter Notebook
28
star
4

maskrcnn-custom

Use VGG Image Annotator to label a custom dataset and train an instance segmentation model with Mask R-CNN implemented in Keras.
Python
19
star
5

anomaly-detect-timeseries

Repo for using an LSTM and other algorithms on time series data for anomaly detection
Python
15
star
6

pybotframework

A Python bot framework using the Microsoft Bot Framework REST API
HTML
14
star
7

python-jupyter-notebooks

Some sample python notebooks
Jupyter Notebook
13
star
8

darknet-yolov3-sample

Some instructions and an example of using the neural network framework, Darknet, for object detection with YOLO v3.
9
star
9

bot-extras

Developing and Deploying Intelligent Chat Bots Decks repo
8
star
10

custom-jupyterhub-linux-vm

JupyterHub in Docker for CPU and GPU with deep learning frameworks (mainly for computer vision)
Dockerfile
6
star
11

yolov4-jetson-azure-edge-solution

Here resides an end-to-end sample of using an NVIDIA Jetson platform as an Azure IoT Edge device with Live Video Analytics Edge and Azure Blob Storage. An open-source ML model is utilized to detect objects in an RSTP stream simulator. A Python web app is included for reviewing AI detections from Blob Storage.
Python
6
star
12

ms-pythonbot

A first stab at a MS Bot Framework python bot using the REST API
HTML
5
star
13

jetson-customvision

Use Microsoft Custom Vision to create an object detection model and place into this repo to create a Flask app that runs a local service in a docker container.
Python
5
star
14

python4ds-notebooks

A course on Python for data science
Jupyter Notebook
5
star
15

jetson-gpu-yolov4

This sample is an example of running an AI container on the Jetson platform utilizing GPU acceleration.
Python
5
star
16

yolov4-darknet-notes

Notes on training and deploying a Darknet YOLO v4 model on Azure.
Python
5
star
17

michhar.github.io

My blog site on data science, machine learning, with how-to's
HTML
5
star
18

darknet-azure-vm-ubuntu-18.04

Deploy an NVIDIA GPU-backed virtual machine in Azure for creating YOLO models.
Shell
4
star
19

bot-masterclass

This is a bots-from-scratch tutorial with many fun HOLs.
Jupyter Notebook
4
star
20

deeplearning-azureml-and-azure-functions

Automating the process of training an ML model using AzureML Python SDK within an Azure Function
Python
4
star
21

mlflow-keras-example

An object detection (with Keras and YOLOv3) MLflow example
Python
3
star
22

Machine-Learning-Workstreams

Using Azure Machine Learning Service create a Pipeline for machine learning with PyTorch.
Jupyter Notebook
3
star
23

maskrcnn-python-app

Python desktop app for inference of a MaskRCNN model
Python
2
star
24

counting-objects-with-azure-video-analyzer

Recognize objects and save video in the cloud using the Percept DK hardware and Azure Video Analyzer platform.
Python
2
star
25

flask-webapp-aml

A webapp (ready for Azure) using Python flask to consume a machine learning experiment deployed through Azure Machine Learning studio.
Python
2
star
26

navigating-nlp

My resources for learning NLP with Python.
Jupyter Notebook
2
star
27

bot-education-samples

Some unofficial sample bots.
JavaScript
1
star
28

navigating-ml

Moved to:
HTML
1
star
29

azureml-darknet

Azure ML + Darknet for YOLOv4
Python
1
star
30

python-services-campaign-optimization

Campaign optimization example using SQL Server 2017 Python Services
Python
1
star
31

sql-server-2017-python-tutorial

Tutorial for SQL Server 2017 with Machine Learning Services using Python
PowerShell
1
star
32

node-conf-search-bot

A conference bot intended for use with Azure Search.
JavaScript
1
star
33

azure-flask-webapp

Azure DocumentDB + Google Doc API + Python flask
Python
1
star
34

iot-edge-video-maker-module

Python
1
star
35

azure-and-ml-utils

Python scripts to use the Azure SDKs, plus a few general machine learning and related scripts.
Python
1
star
36

darknet-azure-vm

A quick deployment and build method for the Darknet C++ object detection program to an Azure Data Science Virtual Machine.
Shell
1
star