Chrysalis Cloud Machine Learning Examples

This repository contains examples how to modify some of the existing examples out there to work on IP network cameras and Chrysalis Cloud.

Examples

1. facial-landmarks in the cloud
2. object-detection in the cloud
3. mask-detection in the cloud

Facial Landmarks

Prerequisites:

• Anaconda
• OBS Studio

Languages:

• Python

Libraries:

• dlib
• OpenCV
• Chrysalis Cloud SDK
• imutils

View example code

Object Detection

Prerequisites:

• Anaconda
• OBS Studio

Languages:

• Python

Libraries:

• TensorFlow 2.1.0
• OpenCV
• Chrysalis Cloud SDK
• pycocotools

Deep learning model:

• ssd_mobilenet_v1_coco_2017_11_17

View example code

Covid19 Mask Detection

Prerequisites:

• Anaconda
• OBS Studio

Languages:

• Python

Libraries:

• TensorFlow 2.1.0
• OpenCV
• Chrysalis Cloud SDK
• imutils