Micheleen Harris's repositories
maskrcnn-custom
Use VGG Image Annotator to label a custom dataset and train an instance segmentation model with Mask R-CNN implemented in Keras.
anomaly-detect-timeseries
Repo for using an LSTM and other algorithms on time series data for anomaly detection
azureml-keras-yolov3-custom
Keras implementation of YOLO v3 for object detection with training and deployment in Azure ML.
python-jupyter-notebooks
Some sample python notebooks
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.
IntelligentEdgeHOL-YOLOv4
The IntelligentEdgeHOL walks through the process of deploying an Azure IoT Edge module with YOLO v4 to an Nvidia Jetson Xavier device to allow for detection of objects in YouTube videos, RTSP streams, or an attached web cam
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.
jetson-gpu-yolov4
This sample is an example of running an AI container on the Jetson platform utilizing GPU acceleration.
michhar.github.io
My blog site on data science, machine learning, with how-to's
python4ds-notebooks
A course on Python for data science
yolov4-darknet-notes
Notes on training and deploying a Darknet YOLO v4 model on Azure.
darknet-azure-vm-ubuntu-18.04
Deploy an NVIDIA GPU-backed virtual machine in Azure for creating YOLO models.
counting-objects-with-azure-video-analyzer
Recognize objects and save video in the cloud using the Percept DK hardware and Azure Video Analyzer platform.
maskrcnn-python-app
Python desktop app for inference of a MaskRCNN model
azure-and-ml-utils
Python scripts to use the Azure SDKs, plus a few general machine learning and related scripts.
azureml-darknet
Azure ML + Darknet for YOLOv4
darknet-azure-vm
A quick deployment and build method for the Darknet C++ object detection program to an Azure Data Science Virtual Machine.
computer-vision-tricks
Simple computer vision approaches with OpenCV, Shapely and other Python vision libraries.
azure-intelligent-edge-patterns
Samples for Intelligent Edge Patterns
azure-percept-advanced-development
Azure Percept DK advanced topics
car-model-recognition-transfer-learning
Car Model Recognition project with data augmentation and transfer learning option.
forecasting-with-lstm
LSTM encoder-decoder in Keras and Tensorflow v1 for timeseries forecasting.
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
pytorch-YOLOv4
Minimal PyTorch implementation of YOLOv4
workshop-dsvm-and-webapp
A flask app for simple username and password assignments for the Data Science Virtual Machine