yemeen/kindling

A neural network that learns your tinder preferences

Kindling

A neural network to learn your tinder preferences.

Usage

Install dependencies by running pip3 install -r requirements.txt and make sure to have TensorFlow installed if you intend on training the network to your own preferences.

You must authorize Tinder to use your facebook, this can be done by copying tinder_config.py, filling in your credentials, and then renaming the copy to config.py.

Then simply run ** run.py **. This will take a while as it must gather about 1000 images. This is the bare minimum amount necessary as it takes about 500 images in each classification to really train the network.

Components

• Tinder's unofficial api
• CV-Tricks CNN tutorial
• PyQt5
• TensorFlow

kindling's Issues

Train.py using a deprecated function

Got a deprecation warning from tensorflow...

"WARNING:tensorflow:From :43: calling argmax (from tensorflow.python.ops.math_ops) with dimension is deprecated and will be removed in a future version.
Instructions for updating:
Use the 'axis' argument instead"
And again at ":156"

Loading bar while images are being sorted/trained

QPixmap::scaled: Pixmap is a null pixmap

After training is done, the gui tries to set the next image as a null image and so the program fails. Ex: Had 1023 images in './images/' to train on. Completed training on all of those and the program tried to find image number 1024 which doesn't exist.

Show images in batches

Instead of individually

Make like button actually work

using api.like()

GUI with more information about user

Key error: 'data'