Devanimus: Ai-powered Mood Tracker & Enhancer + Chatbot
About the project
DevAnimus is a an AI-powered device which helps to track and enhance mood, which is paired with an additional app, where users can interact with a chatbot and improve mood.
Project info
Difficulty: Easy
Platforms: Google, Raspberry Pi, ThingSpeak
Estimated time: 3 hours
License: Creative Commons Attribution-NoDerivs CC BY-ND version 4.0 or later (CC BY-ND 4+)
Items used in this project
Software apps and online services
Story
Introduction
One of the worst issues in today's society is mental health, a worldwide epidemic affecting many demographics. From the elderly to teenagers, mental health is one of the largest issues which many face. A design which can help track the moods of loved ones (i.e. for doctors), which can simultaneously enhance their mood is required to help combat the epidemic.
One example case study for this design is for those who suffer from bipolar disorder, which can cause dramatic spikes in mood. This can help carers track their emotions and reach out remotely when required, thereby reducing the cost of care and also allowing for remote reach.
Kit and Software
This project is built using:
- Google AIY Kit: This is an AI-Powered kit run via a Raspberry Pi which can help track mood
- Thingspeak: This will be used to help store the mood data through visual graphs and be used to determine the mood of the individual, and will be used to make the decision to enhance the mood if necessary,
- MIT App Inventor: External App to help present the mood data as well as acting as interface to enhance mood and offer a 'therapy' chatbot.
STEP 1: Assembling the AIY Vision Kit
Follow the steps on: https://aiyprojects.withgoogle.com/vision
These steps will help you get started with the aiy vision kit, and will inform you on how to get setup. Before you get started, here are some top tips :
- Ensure your Camera is adequately placed inside the connector latch, remember the black side of the camera aligns with the black side of the connector latch.
- Double-check standoffs are being inserted into the correct holes, as they can be hard to remove.
- Once you are started, the demo of joy detection will be played immediately. Use the taskctl method to stop, and every time the device reboots it will play.
- Safety Light or Buzzer not working ? Double check your connection, you may have the swapped around.
STEP 2: Modifying the Joy Detector Code
In order to send the data to thing speak we need to edit some of the code to send the value of joy through WiFi to thingspeak. The code is below, make sure to change your API key (write not read key) before starting.
STEP 3: Automatically turning on the camera
You can make the design automatically work without any buttons by using the raspi-config comand. Open the terminal and type:
- sudo raspi-config
Then proceed to enable the camera and reboot, you should be able to see the data being streamed on thingspeak.
STEP 4: Connecting to Mit App Inventor
There are many tutorials for parsing thingspeak data through to MIT App Inventor. This may take some trial and error but I recommend you check out: https://www.youtube.com/watch?v=gA-3cvfqHpY You need to store your mood data as a variable.
![](data:image/png;base64,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)
STEP 5: Logic for MIT App Inventor and Mood
After successful pairing the ThingSpeak data, we can now do something to improve people's mood ! Below is the logic !
You can choose a wide variety of options, such as playing music (in this example). However, if someone looks upset, they may require further assistance to get them back into happiness !An example is a chatbot, using Dialogflow !
STEP 6: Dialogflow Chatbot
We can create a simple dialogflow chatbot, which uses google cloud ! This will help users to talk,and share the worries with an AI-Powered bot ! For this part we will use a knowledge base ! There is a great video here: https://www.youtube.com/watch?v=kF33Ime0a2k
Create you gcs account, then go to dialogflow and create a new chatbot. Then enable knowledge bases and create a new base. Import your file, and build your bot !
Remember to ensure everything is relevant for your target audience ! You can update responses, but to extend you can even convert them into intents ! These will allow you to achieve even more ! You can connect dialogflow to smart appliances, e.g. lights.
To integrate the chatbot into the app, enable the web integration and then link the design into the webviewer element in app inventor.
Leave your feedback...