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Handlerify

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

handlerify

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