Ad-Bot Development Documentation

Comprehensive guide to developing and deploying AI-powered automation solutions

Phase 1: Planning and Setup

Objective

Establish clear goals and set up the development environment.

Key Tasks

  • Define specific requirements and tasks
  • Identify target audience and needs
  • Review Terms of Service and legal compliance
  • Set up development environment
Milestone: Clearly defined project scope and environment setup.

Phase 2: Initial Setup

Objective

Set up the basic framework for the bot.

Implementation

  • ADB Configuration and testing
  • Basic scripting for game interaction
  • Error handling and logging setup
# Example ADB command
adb devices
adb shell input tap x y
Milestone: Basic interaction with the game is working.

Phase 3: Ad Detection

Objective

Develop robust ad detection logic.

Implementation

  • Ad image collection and processing
  • Template matching implementation
  • Machine learning integration (optional)
import cv2

def detect_ad(image_path, template_path):
    img_rgb = cv2.imread(image_path)
    img_gray = cv2.cvtColor(img_rgb, cv2.COLOR_BGR2GRAY)
    template = cv2.imread(template_path, 0)
    w, h = template.shape[::-1]
    method = eval('cv2.TM_CCOEFF_NORMED')
    res = cv2.matchTemplate(img_gray, template, method)
    min_val, max_val, min_loc, max_loc = cv2.minMaxLoc(res)
    if max_val > 0.8:
        return max_loc
    return None
Milestone: Ad detection logic is implemented and working.

Phase 4: Map Navigation

Objective

Develop map navigation logic.

Implementation

  • Map element detection
  • Pathfinding algorithm implementation
  • Dynamic obstacle handling
Milestone: Map navigation is functional and can handle basic scenarios.