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There is many images with the Tinder

We authored a software where I could swipe through each character, and rescue for each and every photo to an excellent likes folder otherwise an excellent dislikes folder. We invested a lot of time swiping and you may accumulated on the 10,000 photo.

That condition I observed, is actually We swiped remaining for approximately 80% of your pages. Because of this, I’d on 8000 inside the detests and you will 2000 throughout the enjoys folder. It is a seriously imbalanced dataset. Due to the fact I’ve for example partners pictures with the loves folder, the newest date-ta miner won’t be really-trained to understand what I really like. It is going to simply know what I hate.

To resolve this matter, I discovered photo on google men and women I found attractive. I quickly scraped this type of images and you can made use of all of them within my dataset. Read More

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