Link to Deployed App (Try it yourself):
https://sentiment-analyzer.azurewebsites.net/
PoC for Azure Deployment:

Steps to use Image Analyser:
Step 1. Click on Image in Choose Input on Home screen
Step 2. Click Choose and Select an Image with a Face you want to analyse emotion for and give it a caption

Step 3. Click on Submit to see Sentiment

Video Analyser and Text Analyser are still currently in work

Azure Libraries/Modules are used in a file called Backend.py which can be found here:
https://github.com/HorizonAks/sentiment-analysis/blob/master/ImageAnalyser/backend.py
PoC:

This project was made using Azure Cognitive Services's Face API and is Deployed as a Azure Web App
PoC: Showing Error in Deployment? Contact me with E-MAIL