Python Computer Vision Aim Bot for Roblox's Phantom Forces

Overview

Python-Phantom-Forces-Aim-Bot

Python Computer Vision Aim Bot for Roblox's Phantom Forces

! ! ! USE AT YOUR OWN RISK ! ! ! I will not be at fault if your account is banned

Should be somewhat undetectable by anti-cheat, others players are the problem

Read comments at top of script

Edit for your monitor and then run the python file. I use VSCode to edit and run with debug.

Requires installation of Python 3 and some libraries:

  • win32gui
  • win32ui
  • win32con
  • win32api
  • numpy
  • cv2 (openCV)
  • time
  • math
  • keyboard
      • Will NOT Be Making It An EXE File Due To Safety * * *

Tested on a Desktop:

  • Nvidia 3080 10g GPU
  • Ryzen 5 5600x CPU
  • 32gb 3600mhz c18 RAM
  • 1440p Monitor

On those tested specs, The bot was able to manage 60+ FPS (take image, find target, and move mouse all in 1/60th of a second), sometimes going over 150+ FPS.

How it works (KEEPS LOOPING FOLLOWING STEPS):

  1. Take screenshot of specific area on your screen where center is crosshair, and only capture the amount it needs (Not the whole screen, about 1/4th)
  2. Mask the image to search for the specific colors of the in-game Ballistic Tracker attachment (yellow)
  3. Find contours of the masked image (find where the image goes through drastic change in color, in this case black to white)
  4. Determine if the size of the contour's box is reasonable (box is always the same size, too small or big means its not the tracker)
  5. Get the center of the contour's box from the x, y, width, and height
  6. Find distance between the center and your crosshair (center of screen, but implement tracking for recoil)
  7. Take that distance and multiply it by a scale value (one pixel moved of your mouse does not equal one pixel moved in game (2D plane does not have the same distance as a 3D space/ center of sphere to edge of sphere)
  8. Move mouse by that value (Won't immediatly get to it, requires more math to determine exact amount. Also may look too suspicious)
  9. {OPTIONALLY} Fire mouse when aiming at target (within a certain distance to center)

Requires Ballistic Tracker attachment Works best with low recoil, high firerate weapons (Such as L22 and Honey Badger), but can also work with Sniper Rifles (May need a little more fine tuning for One-Shot long range)

If you don't use a 1440p monitor, you will HAVE to change 2 values in the script (at top surrounded by hashtags that reads: Monitor_Size = [2560, 1440]), you also may gain more performance.

List of values for different monitor sizes: 720p - [1280, 720] 1080p - [1920, 1080] 1440p - [2560, 1440] 4k - [3840, 2160] 1080p ultrawide - [2560 or 3840, 1080] 1440p ultrawide - [3440, 1440]

May be updated here-and-there when I decided to come back and work on it some more to optimize performance and accuracy

Owner
drag0ngam3s
15yo, Practicing Python, C++, and C#. Playing around in Unity and Unreal Engine. Studying Cybersecurity at school.
drag0ngam3s
Links to awesome OCR projects

Awesome OCR This list contains links to great software tools and libraries and literature related to Optical Character Recognition (OCR). Contribution

Konstantin Baierer 2.2k Jan 02, 2023
A community-supported supercharged version of paperless: scan, index and archive all your physical documents

Paperless-ngx Paperless-ngx is a document management system that transforms your physical documents into a searchable online archive so you can keep,

5.2k Jan 04, 2023
Generate a list of papers with publicly available source code in the daily arxiv

2021-06-08 paper code optimal network slicing for service-oriented networks with flexible routing and guaranteed e2e latency networkslicing multi-moda

79 Jan 03, 2023
An unofficial package help developers to implement ZATCA (Fatoora) QR code easily which required for e-invoicing

ZATCA (Fatoora) QR-Code Implementation An unofficial package help developers to implement ZATCA (Fatoora) QR code easily which required for e-invoicin

TheAwiteb 28 Nov 03, 2022
Text-to-Image generation

Generate vivid Images for Any (Chinese) text CogView is a pretrained (4B-param) transformer for text-to-image generation in general domain. Read our p

THUDM 1.3k Jan 05, 2023
Awesome anomaly detection in medical images

A curated list of awesome anomaly detection works in medical imaging, inspired by the other awesome-* initiatives.

Kang Zhou 57 Dec 19, 2022
OCR engine for all the languages

Description kraken is a turn-key OCR system optimized for historical and non-Latin script material. kraken's main features are: Fully trainable layout

431 Jan 04, 2023
Virtual Zoom Gesture using OpenCV

Virtual_Zoom_Gesture I have created a virtual zoom gesture where we can Zoom in and Zoom out any image and even we can move that image anywhere on the

Mudit Sinha 2 Dec 26, 2021
The virtual calculator will be above the live streaming from your camera

The virtual calculator is above the live streaming from my camera usb , the program first detect my hand and in each frame calculate the distance between two finger ,if the distance is lower than the

gasbaoui mohammed al amine 5 Jul 01, 2022
Machine Leaning applied to denoise images to improve OCR Accuracy

Machine Learning to Denoise Images for Better OCR Accuracy This project is an adaptation of this tutorial and used only for learning purposes: https:/

Antonio Bri Pérez 2 Nov 16, 2022
An OCR evaluation tool

dinglehopper dinglehopper is an OCR evaluation tool and reads ALTO, PAGE and text files. It compares a ground truth (GT) document page with a OCR resu

QURATOR-SPK 40 Dec 20, 2022
make a better chinese character recognition OCR than tesseract

deep ocr See README_en.md for English installation documentation. 只在ubuntu下面测试通过,需要virtualenv安装,安装路径可自行调整: git clone https://github.com/JinpengLI/deep

Jinpeng 1.5k Dec 28, 2022
a deep learning model for page layout analysis / segmentation.

OCR Segmentation a deep learning model for page layout analysis / segmentation. dependencies tensorflow1.8 python3 dataset: uw3-framed-lines-degraded-

99 Dec 12, 2022
Python rubik's cube solver

This program makes a 3D representation of a rubiks cube and solves it step by step.

Pablo QB 4 May 29, 2022
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

This is the official implementation of "Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation". For more details, please

Pengyuan Lyu 309 Dec 06, 2022
Document Layout Analysis Projects

Layout_Analysis Introduction This is an implementation of RLSA and X-Y Cut with OpenCV Dependencies OpenCV 3.0+ How to use Compile with g++ : g++ -std

22 Dec 08, 2022
A facial recognition program that plays a alarm (mp3 file) when a person i seen in the room. A basic theif using Python and OpenCV

Home-Security-Demo A facial recognition program that plays a alarm (mp3 file) when a person is seen in the room. A basic theif using Python and OpenCV

SysKey 4 Nov 02, 2021
Opencv face recognition desktop application

Opencv-Face-Recognition Opencv face recognition desktop application Program developed by Gustavo Wydler Azuaga - 2021-11-19 Screenshots of the program

Gus 1 Nov 19, 2021
⛓ marc is a small, but flexible Markov chain generator

About marc (markov chain) is a small, but flexible Markov chain generator. Usage marc is easy to use. To build a MarkovChain pass the object a sequenc

Max Humber 65 Oct 27, 2022
Fun program to overlay a mask to yourself using a webcam

Superhero Mask Overlay Description Simple project made for fun. It consists of placing a mask (a PNG image with transparent background) on your face.

KB Kwan 10 Dec 01, 2022