Release 1

1. AI Model
   • A full model for Mayflies group 
   • Accept the image and return analysis results
   • Stored on server
2. Arduino Hardware 
   • Linking PH, Temperature sensor with Arduino board
   • Linking GPS with Arduino board for location
   • Linking GPRS with Arduino board and sending data to AWS server via Pubnub
3. Server && APIs
   • Set up Database on AWS server 
   • User Account APIs (login, register)
   • River APIs (get river details by location name or coordinate)
   • Arduino API (receive and save detected data from Pubnub)
   • AI model APIs (receive user uploaded image and return insects analysis results, return the Water Condition) 
4. Mobile Application
   • User Register And Login
   • User Landing Screen
   • Take New Sample
   • Locate River
   • Link to Arduino by Arduino ID
   • Upload Image to Server
   • Showing Water Condition Results
   • Showing Historical Data
5. Testing && CI pipeline
   • E2E testing on Mobile Application 
   • Set up CI pip on GitHub and generate testing report for UI && APIs

1. Power Supply on Hardware
   • Install the Power Supply On the hardware currently having
2. AI Model Improvement
   • Improvement the AI Model by developing the ability it identified the length and number of tails of insect. 
   • Develop the ability to identify the "wrong group insect" that appear on the river side. 
3. Complete Detail Missing
   • Having the form that able the user to input the surrounding environment
   • Terms & Condition
   • Safety Guild 
4. Help & Navigation
   • Application Intro When User First Open The App
   • The pop-out help function that helps the user to navigate through the apps
5. Admin Site - Activity Map
   • An extra feature that developing the admin website and able the admin to trace user activity.

1. Miss environments identifications part when a user is taking sampling.
2. Some improvements:
   • Show scores for each group when the final result is displayed.
   • Missing environmental Data such as weather condition or description of water flow rate.
   • Help components/Tutorial Helping Navigate.
   • Security and terms conditions for a new register.
   • Allow users to correct AI recognization results if the users consider the AI model is incorrect after they upload insects pictures.
   • The font size could be changeable in case some users need it.
3. A map basic website for the admin to show the sampling overview of an area.

More information:

1. Insects database with high-quality pictures, but need to confirm the copyright access first.
2. Got 5 professional knowledge background.