This is why, We accessed this new Tinder API using pynder
While this cannot provide me personally a competitive advantage within the pictures, it really does render me personally a plus for the swipe regularity & first content. Let’s plunge toward my personal strategy:

To construct the fresh new Go out-A MINER, I needed to feed their own Enough photo. Exactly what it API allows me to do, was use Tinder thanks to my terminal screen instead of the app:

I published a software where I am able to swipe due to for every profile, and you will save your self for every single photo to a great “likes” folder otherwise good “dislikes” folder. I spent hours and hours swiping and you may accumulated throughout the ten,000 photographs.

You to definitely problem I observed, is We swiped remaining for around 80% of one’s users. This is why, I had on the 8000 inside hates and you will dos000 on the likes folder. It is a honestly imbalanced dataset. Given that We have eg pair photo to the likes folder, new time-ta miner will never be well-trained to know very well what I really like. It will probably simply know very well what I detest.

To solve this dilemma, I came across photo on google men and women I discovered attractive. […]