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[P] imagededup, a new library to find duplicate images more easily!

[P] imagededup, a new library to find duplicate images more easily!

We’ve just open-sourced our library imagededup, a Python package that simplifies the task of finding exact and near duplicates in an image collection.

It includes:

🧮 Several hashing algorithms (PHash, DHash etc) and convolutional neural networks

🔎 An evaluation framework to judge the quality of deduplication

🖼 Easy plotting functionality of duplicates

⚙️ Simple API

We’re really excited about this library because finding image duplication is a very important task in computer vision and machine learning. For example, severe duplicates can create extreme biases in your evaluation of your ML model (check out the CIFAR-10 problem). Please try out our library, ⭐️ it on Github and spread the word! We’d love to get feedback.

🔤 Code: https://github.com/idealo/imagededup

📕 Docs: https://idealo.github.io/imagededup/

https://i.redd.it/8jgr7j0tuiq31.png

submitted by /u/datitran
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.