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
This is a tensorflow re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network.My blog:

PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network Introduction This is a tensorflow re-implementation of PSENet: Shape Robu

Michael liu 498 Dec 30, 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
Image processing is one of the most common term in computer vision

Image processing is one of the most common term in computer vision. Computer vision is the process by which computers can understand images and videos, and how they are stored, manipulated, and retri

Happy N. Monday 3 Feb 15, 2022
Rotational region detection based on Faster-RCNN.

R2CNN_Faster_RCNN_Tensorflow Abstract This is a tensorflow re-implementation of R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detecti

UCAS-Det 581 Nov 22, 2022
Handwritten Number Recognition using CNN and Character Segmentation

Handwritten-Number-Recognition-With-Image-Segmentation Info About this repository This Repository is aimed at reading handwritten images of numbers an

Sparsha Saha 17 Aug 25, 2022
[ICCV, 2021] Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks

Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks This is an official PyTorch code repository of the paper "Cloud Transformers:

Visual Understanding Lab @ Samsung AI Center Moscow 27 Dec 15, 2022
Image processing in Python

scikit-image: Image processing in Python Website (including documentation): https://scikit-image.org/ Mailing list: https://mail.python.org/mailman3/l

Image Processing Toolbox for SciPy 5.2k Dec 30, 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
color detection using python

colordetection color detection using python In this color detection Python project, we are going to build an application through which you can automat

Ruchith Kumar 1 Nov 04, 2021
Contextual speed detection for python

Speed Prediction using Optical Flow and 2D CNN About the challenge: Comma.AI Speed Challenge This challenge was developed by Comma.AI to predict the s

Mahimana Bhatt 2 Dec 16, 2021
This is the implementation of the paper "Gated Recurrent Convolution Neural Network for OCR"

Gated Recurrent Convolution Neural Network for OCR This project is an implementation of the GRCNN for OCR. For details, please refer to the paper: htt

90 Dec 22, 2022
A tool for extracting text from scanned documents (via OCR), with user-defined post-processing.

The project is based on older versions of tesseract and other tools, and is now superseded by another project which allows for more granular control o

Maxim 32 Jul 24, 2022
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
Handwritten Text Recognition (HTR) using TensorFlow 2.x

Handwritten Text Recognition (HTR) system implemented using TensorFlow 2.x and trained on the Bentham/IAM/Rimes/Saint Gall/Washington offline HTR data

Arthur Flôr 160 Dec 21, 2022
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

简介 基于Tensorflow和Keras实现端到端的不定长中文字符检测和识别 文本检测:CTPN 文本识别:DenseNet + CTC 环境部署 sh setup.sh 注:CPU环境执行前需注释掉for gpu部分,并解开for cpu部分的注释 Demo 将测试图片放入test_images

Yang Chenguang 2.6k Dec 29, 2022
This is a implementation of CRAFT OCR method

This is a implementation of CRAFT OCR method

Esaka 0 Nov 01, 2021
Text modding tools for FF7R (Final Fantasy VII Remake)

FF7R_text_mod_tools Subtitle modding tools for FF7R (Final Fantasy VII Remake) There are 3 tools I made. make_dualsub_mod.exe: Merges (or swaps) subti

10 Dec 19, 2022
Read Japanese manga inside browser with selectable text.

mokuro Read Japanese manga with selectable text inside a browser. See demo: https://kha-white.github.io/manga-demo mokuro_demo.mp4 Demo contains excer

Maciej Budyś 170 Dec 27, 2022
Awesome Spectral Indices in Python.

Awesome Spectral Indices in Python: Numpy | Pandas | GeoPandas | Xarray | Earth Engine | Planetary Computer | Dask GitHub: https://github.com/davemlz/

David Montero Loaiza 98 Jan 02, 2023
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)

TextField: Learning A Deep Direction Field for Irregular Scene Text Detection Introduction The code and trained models of: TextField: Learning A Deep

Yukang Wang 101 Dec 12, 2022