Helper tool for the auto-chess game called Teamfight Tactics
It collects data from the game using yolov3 image recognition algorithm and calculates the best build/comp
yolov3:
interface:
Disclaimer!
- Current version of yolo3 can find champions and parts but not completed items, you have to enter them yourself
Before you run it make sure that the paths to files are correct!
Open path_manager.py and change path to your needs
Also in data/network there is missing one file named yolov3_training_last.weights (its too large for git)
You need to download it from my drive https://drive.google.com/drive/folders/1UBTFQWdB7qEY0upLsa-DLtu_5XoCSP8Y?usp=sharing
Also make sure you have all the needed modules installed:
mss
numpy
cv2
pyautogui
difflib
pytorch(torch)
How to use:
- find interface.py file and run it, it should take some time to load but thats okay
- the interface (shown above) should open
- Champion/Item selector:
type champion/item name into the white box and press enter/"?" to select the champion/item - Queue:
This shows current champions/items for players
if you have selected your champion/item then press right click to add it to the queue
if you want to increment champion/item number then press right click on it and left click do decrease it
if you want to remove something from the queue then just decrease it until it disappears
numbers under the champion mean how many copies you have on your screen:
1 aatrox => one lvl 1 aatrox 3 aatrox => one lvl 2 aatrox
9 aatrox => one lvl 3 aatrox - Buttons
Get champs - takes a picture of the screen and finds all the champs/items and adds them to the queue
if you select "inc store" then it also adds champs from your store if you select "only me" then it takes picture of only your champions (need the be watching them), otherwise it goes through the player list one by one and takes pictures of them all (enable if you dont have cuda, takes too long)
if that champ/items is already in the queue then it doesn add it
If you have cuda installed and setup correctly then it only takes 0.5 sec to read the image otherwise it takes around 2 sec
also I have added a small delay(1 sec) so you can switch to tft game window
if you want to change the delay then you can edit the code in interface.py press_button function
Its reccomended that you use bordeless mode for tft so you can swithc faster between windows
Calculate - Calcualtes the best comps for you based on what you have entered above
Level - right click to add level and left to decrease
- Comps
System shows top 3 comps for you and how to play them
top 1 comp is the most top one - Single comp
Blue - main comp, this is what you should try to build
Green - extra champs, use them to fill missing positions if you dont have all main comps champs
Yellow - Core items, build these first if possible
Red - Extra items, build these if you have core items built