Tired of swiping countless profiles on Bumble ? Let a bot do it for you ! This simple Python/selenium bot learns your tastes from the first picture, then fine tunes an image classifier. Once trained, you can let the bot swipe.
- Get a Bumble account
- Get chromedriver
pip install -r requirements.txt
1 - Gather data.
This launches a new window. You should first export your mobile phone variable. The window will prompt you for a code you receive on your phone.
export MOBILE_PHONE=xxx
python main.py --mode GATHER_DATA --start FRESH
Note : quitting the console won't close the window ; you can reconnect with --start RECONNECT.
2 - Train the model
python main.py --mode TRAIN
3 - Crack a cold one
python main.py --mode INFER --start FRESH
This will look at 200 profiles.
- Connect with other methods than mobile phone
- Upload infered data to Kili Technology to have human in the loop and correct the model's mistakes.
- Save other information
- Save other pictures
- Do NLP / OCR on profile content