A bot that plays TFT using OCR. Keeps track of bench, board, items, and plays the user defined team comp.

Overview

main

NOTES:

  • To ensure best results, make sure you are running this on a computer that has decent specs.
  • 1920x1080 fullscreen is required in League, game must also be on main monitor.
  • Make sure you dont have any overlays on.
  • If the program crashes, make sure you create an issue with the traceback.
  • Feel free to create a PR for whatever you want, I used this project to learn python and much of the code can be improved.
  • My initial goal with this project was to create a bot capable of hitting gold in TFT. Unfortunately I do not have anymore time to spend on this.

INSTALLATION:

  1. Install Python 3.9.6 from https://www.python.org/downloads/windows/
    • Note that Python 3.9.6 cannot be used on Windows 7 or earlier.
  2. Run pip install -r requirements.txt in Command Prompt
  3. Install tesseract using windows installer available at: https://github.com/UB-Mannheim/tesseract/wiki
    • Note the tesseract path from the installation.
    • Set the tesseract path in the ocr.py file (it may already be correct)
  4. Run the main.py file

FEATURES:

  • Read the board state (Round / Level / Gold / Shop / Items)
  • Keeps track of champions on the board and bench
  • Pick a random item/champ from the carousel
  • Pickup items from the board after PVE rounds
  • Place items onto champions
  • Plays the user defined team comp
  • Auto queue using the LCU api

TODO:

  • Change the functions that take multiple screenshots and change it to one screenshot and crop that image. This should increase performance.
  • Implement tome of traits logic
  • Add more logic to the gold spending function
  • Change all pyautogui screenshot functions to PIL ImageGrab
  • Revamp auto queue so it can never fail
  • Multiple defined team comps and pick the best one in game
  • General code imrpovements and optimization
  • [?] Intelligent carousel item/champion choice
Owner
francis
francis
Steve Tu 71 Dec 30, 2022
A simple OCR API server, seriously easy to be deployed by Docker, on Heroku as well

ocrserver Simple OCR server, as a small working sample for gosseract. Try now here https://ocr-example.herokuapp.com/, and deploy your own now. Deploy

Hiromu OCHIAI 541 Dec 28, 2022
Histogram specification using openCV in python .

histogram specification using openCV in python . Have to input miu and sigma to draw gausssian distribution which will be used to map the input image . Example input can be miu = 128 sigma = 30

Tamzid hasan 6 Nov 17, 2021
A Python wrapper for the tesseract-ocr API

tesserocr A simple, Pillow-friendly, wrapper around the tesseract-ocr API for Optical Character Recognition (OCR). tesserocr integrates directly with

Fayez 1.7k Dec 31, 2022
pyntcloud is a Python library for working with 3D point clouds.

pyntcloud is a Python library for working with 3D point clouds.

David de la Iglesia Castro 1.2k Jan 07, 2023
The code for CVPR2022 paper "Likert Scoring with Grade Decoupling for Long-term Action Assessment".

Likert Scoring with Grade Decoupling for Long-term Action Assessment This is the code for CVPR2022 paper "Likert Scoring with Grade Decoupling for Lon

10 Oct 21, 2022
Image augmentation for machine learning experiments.

imgaug This python library helps you with augmenting images for your machine learning projects. It converts a set of input images into a new, much lar

Alexander Jung 13.2k Jan 02, 2023
Go package for OCR (Optical Character Recognition), by using Tesseract C++ library

gosseract OCR Golang OCR package, by using Tesseract C++ library. OCR Server Do you just want OCR server, or see the working example of this package?

Hiromu OCHIAI 1.9k Dec 28, 2022
This is a GUI for scrapping PDFs with the help of optical character recognition making easier than ever to scrape PDFs.

pdf-scraper-with-ocr With this tool I am aiming to facilitate the work of those who need to scrape PDFs either by hand or using tools that doesn't imp

Jacobo José Guijarro Villalba 75 Oct 21, 2022
Detect handwritten words in a text-line (classic image processing method).

Word segmentation Implementation of scale space technique for word segmentation as proposed by R. Manmatha and N. Srimal. Even though the paper is fro

Harald Scheidl 190 Jan 03, 2023
Code for the paper: Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution

Fusformer Code for the paper: "Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution" Plateform Python 3.8.5 + Pytor

Jin-Fan Hu (胡锦帆) 11 Dec 12, 2022
A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

A python script based on opencv and paddleocr, which can automatically pick up tasks, make cookies, and receive rewards in the Destiny 2 Dawning Oven

1 Dec 22, 2021
This is a GUI for scrapping PDFs with the help of optical character recognition making easier than ever to scrape PDFs.

pdf-scraper-with-ocr With this tool I am aiming to facilitate the work of those who need to scrape PDFs either by hand or using tools that doesn't imp

Jacobo José Guijarro Villalba 75 Oct 21, 2022
一款基于Qt与OpenCV的仿真数字示波器

一款基于Qt与OpenCV的仿真数字示波器

郭赟 4 Nov 02, 2022
Kornia is a open source differentiable computer vision library for PyTorch.

Open Source Differentiable Computer Vision Library

kornia 7.6k Jan 06, 2023
virtual mouse which can copy files, close tabs and many other features !

AI Virtual Mouse Controller Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip loca

Diwas Pandey 23 Oct 05, 2021
question‘s area recognition using image processing and regular expression

======================================== Paper-Question-recognition ======================================== question‘s area recognition using image p

Yuta Mizuki 7 Dec 27, 2021
零样本学习测评基准,中文版

ZeroCLUE 零样本学习测评基准,中文版 零样本学习是AI识别方法之一。 简单来说就是识别从未见过的数据类别,即训练的分类器不仅仅能够识别出训练集中已有的数据类别, 还可以对于来自未见过的类别的数据进行区分。 这是一个很有用的功能,使得计算机能够具有知识迁移的能力,并无需任何训练数据, 很符合现

CLUE benchmark 27 Dec 10, 2022
This pyhton script converts a pdf to Image then using tesseract as OCR engine converts Image to Text

Script_Convertir_PDF_IMG_TXT Este script de pyhton convierte un pdf en Imagen luego utilizando tesseract como motor OCR convierte la Imagen a Texto. p

alebogado 1 Jan 27, 2022
STEFANN: Scene Text Editor using Font Adaptive Neural Network

STEFANN: Scene Text Editor using Font Adaptive Neural Network @ The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020.

Prasun Roy 208 Dec 11, 2022