Handlerify

Dog training journal. AKC FIT DOG title activity tracking. Development using Flutter for multi-platform releases.

Building

Run flutter packages pub run build_runner build to generate code for dependency injection and database after adding any new injectable annotations or database changes.

Progress

• Basic UI layout with navigation implemented for Train & Statistics pages
• Train page
  • Display daily statistics:
    • number of sessions
    • elapsed time
    • distance
  • Display list of sessions for the day
  • Allow a new training session to be started
• Statistics page
  • Display statistics by time scale
  • Display list of sessions all sessions
  • Allow filtering of list based on datetime range
• New training session / activity page
  • Record audio from microphone for duration of session and save m4a to device
  • Save start time
  • Display timer hh:mm:ss.ms updated every 100ms while session is active
  • Save geolocation data for computing distance traveled
  • Option to enter one or more note tags
• Pause in-progress training session / activity
  • Option to delete session
  • Option to save session
  • Option to enter a custom name for session otherwise defaults to 'Month Day Session X'
  • Option to enter one or more location tags such as 'Home', 'Dog park' etc.
  • Automatic editable tagging of location based on GPS coordinates and existing tag information
  • Option to edit end time in case forgot to end session when done
    • Show map with waypoints and times to help figure out end time

Machine Learning Ideas

Handler Voice commands

Markers

• Yes
• Good
• Free
• Ok
• Wrong
• No
• Eh
• Tsh
• Hey
• Clicker sound
• Clap sound

Obedience

• Sit
• Down
• Stay
• Stand
• Heel
• Center
• Through
• Pad
• Place
• Bed
• Here
• Come
• Get it
• Enough
• Look
• Up
• Your seat
• Inside
• Custom command creation

Canine vocalization

• Whining
• Barking
• Growling
• Sniffing
• Howling
• Panting
• Yelping
• Volume - handler's dog vs other dog

Speaking Notes

• Behavior Reactive Lunging
• Behavior Redirection
• Behavior Frustration
• Behavior Fixation

Structure

• Wait and give attention until released at thresholds
• Wait and give attention until release to eat food in bowl

Tricks

• Speak
• Spin
• Touch

Behavior Modification

• Reactive lunging
  • Fear based
  • Excitement
• Reactive Barking
• Reactive aggressive display
• Redirection
  • Handler
  • Other animal
• Unprovoked aggression

Reward Schedule

• Always
• Variable
• Random

Handler Emotional State

• Confident
• Frustrated
• Angry
• Anxious
• Relaxed

Command Sentiment

• Commanding / Authoritative
• Asking / Passive
• Encouraging

Micromanagement

• Commands per unit time
• Too much talking
• Repeated commands

Canine Emotional State

• Anxious
• Excited
• Fearful
• Confident
• Restless
• Frustrated
• Angry

Premack

• Order Event recommendation

Excercise / Work

• Walk
• Run
• Play
• Agility
• Flirt pole
• Tug
• Spring pole
• Wall climb
• Bite work
• Nosework

Tools

• Flat collar
• Slip lead
• Martingale collar
• Prong collar
• E-Collar
• Harness
• Head halter
• Long line

Statistics

• Command Reliability
  • % of commands completed without intervention
• Reward Schedule
  • % of commands rewarded
• Positive Reinforcement vs Positive Punishment Ratio
  • Maybe operant conditioning chart
• Excercise time
• Training time
• Number of adverse behavioral events
• Number of preemptive interventions for adverse behavioral events
• Premack impact training events
• Command duration

Recommender

• More/less excercise
• More/less structure
• Reward schedule