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Two part system that implements facial recognition, attractiveness ratings and Tinder API/UI interaction to automate Tinder swipe process.

License: MIT License

Dockerfile 0.56% Python 55.61% Jupyter Notebook 43.83%

tinder-ai-auto-swiper's Introduction

Tinder AI Auto Swiper

Two part system that implements facial recognition, attractiveness ratings and Tinder API and UI interaction to automate Tinder swipe process.

API

The API accepts image URLs or Base64 encoded images, runs facial recognition on the images, picks the most frequently occurring face, if a racial preference has been set it determines the race of the face, if a minimum rating threshold has been set it rates their attractiveness, lastly returning the match information and decision.

Endpoints

POST /rating?race=[race]&rating=[rating]

{
    "images": [
        "https://images-ssl.gotinder.com/u/ei2H13vR1cV46M3Nt56Czd/r4bQcxoqzuan2pwcPwbJ1z.jpeg?Policy=eyJTdGF0ZW1lbnQiOiBbeyJSZXNvdXJjZSI6IiovdS9laTJIMTN2UjFjVjQ2TTNOdDU2Q3pkLyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE2NjE1NTg2NDB9fX1df"
    ]
}

Parameters

Parameter	Type	Tags	Description
`race`	`array of strings`	Query, Optional	Racial Options: ["asian", "white", "middle eastern", "indian", "latino", "black"]
`rating`	`float`	Query, Optional	0.0 - 5.0
`images`	`array of strings`	Body, Requred	String can be the image URL or Base64 encoded image. Limit of up to 10 images per request.

Response

{
    "match": true, 
    "race": "white", 
    "rating": 2.5576894283294678
}

Example Usage

flask run

Bot

Signs in to Tinder, grabs potential match profile pictures, sends them to flask server, and once the server responds the bot will either swipe left or right.

Required Environment Variables

FB_USERNAME
FB_PASSWORD

Command-Line Flags

Flags	Type	Description
`remote`	`bool`	Open Chrome browser directly on device or start remote server to running chromedriver
`host`	`string`	Host runnning API
`port`	`string`	Port to access API
`use_api`	`bool`	Use API or interact with browser
`human_login`	`bool`	Automated or human interaction with browser
`pref_race`	`array`	Preferred race filter
`min_rating`	`float`	Minimum match rating
`like_count`	`int`	Amount of likes before exiting browser

Example Usage

python3 tinder_bot.py --min_rating 2.55

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