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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.
🧮 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.