wangshub/wechat_jump_game
Wechat Jump Game
This project is a Python-based game automation bot and computer vision assistant designed to automate gameplay on Android devices. It functions as a controller that identifies game elements via pixel color scanning and simulates touch inputs to execute gameplay without manual intervention.
The system distinguishes itself through the use of anti-detection measures, implementing interaction coordinate management and timing offsets to avoid being flagged by security systems. It also employs resolution-dependent scaling coefficients to maintain jump accuracy across different device screen sizes.
The automation suite covers real-time screen capture, computer vision-based state analysis, and mathematical jump distance calculations to determine required press durations. It includes debugging tools that save annotated screenshots to visualize detected coordinates and calculated paths.
Features
- Game Automation Bots - Implements a bot that reads game state and executes optimal actions without manual intervention.
- Mobile Game Automation Tools - Uses computer vision and input simulation to automate gameplay on mobile devices.
- Computer Vision - Applies computer vision techniques to identify game elements and calculate precise movement coordinates.
- Computer Vision Libraries - Utilizes pixel color scanning and image processing to identify game elements and their coordinates.
- Game Element Detection - Identifies coordinates of the player piece and target board by scanning pixel colors.
- Visual Game State Analysis - Analyzes screen pixels to determine the current coordinates of the player and destination.
- Pixel Analyzers - Analyzes pixel-level color data to identify and locate game objects on the screen.
- Screen Capture Tools - Captures real-time snapshots of the mobile screen for immediate visual analysis.
- Sequential Gameplay Automators - Executes a programmed series of jumps via configuration files to automate game sessions.
- Input Gesture Simulations - Simulates precise press durations to trigger specific jump mechanics within the game engine.
- Display Screenshot Capture - Captures real-time screenshots of the device display to analyze game state and object positions.
- Mobile Device Control Utilities - Provides command-line utilities for remote interaction and input execution on mobile hardware via ADB.
- Euclidean Distance Calculators - Calculates the precise distance between the game piece and target to determine required jump power.
- Input Power Calculators - Determines the necessary jump power by analyzing the spatial relationship between starting and target points.
- Input Timing Calculators - Computes the required press duration based on the distance between the player and target coordinates.
- Anti-Detection Strategies - The project implements measures to avoid being flagged by service providers during automated gameplay to prevent account bans.
- Automated Gameplay Controllers - Analyzes screen data to calculate the optimal jump distances and timings for the bot.
- Input Device Emulators - Emulates physical input devices to inject touch and swipe events into the Android system stream.
- Coordinate-Based Interactions - Determines precise pixel coordinates for interaction buttons to simulate user touches on the screen.
- Element Positioning Utilities - Calculates the center points of detected shapes to identify precise pixel positions of game elements.
- Bot Detection Evasion - Implements interaction coordinate management and timing offsets to avoid being flagged as a bot.
- Gameplay Macro Engines - Runs scripted sequences of timed inputs based on real-time visual analysis of the game.
- Resolution Scaling Coefficients - Uses resolution-dependent scaling coefficients to ensure jump accuracy across various device screen sizes.
- Euclidean Distance Calculators - Implements Euclidean distance calculations to determine the required jump power between game elements.
- Anti-Bot Evasion - Implements input timing and coordinate offsets to evade detection systems and prevent account bans.
