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Zahere Profile picture
Zahere
@zahiruddin_t
Senior Principal Engineer @Dell Technologies • On a mission to help devs, designers and PMs build better Digital Experiences.
Jun 14, 2023 • 9 tweets • 2 min read
How Canva efficiently removes duplicates from billions of images

T𝘄𝗶𝗻 𝗧𝗿𝗼𝘂𝗯𝗹𝗲𝘀: 𝗛𝗼𝘄 𝗖𝗮𝗻𝘃𝗮 𝗖𝗼𝗻𝗾𝘂𝗲𝗿𝘀 𝗕𝗶𝗹𝗹𝗶𝗼𝗻𝘀 𝗼𝗳 𝗜𝗺𝗮𝗴𝗲𝘀 𝘄𝗶𝘁𝗵 𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆
🎯 #Refactor75 ➡Day41 #systemdesign #content #engineers Image Canva has more than 20 billion user-uploaded images, with 50 million uploaded daily.

Dealing with a large variety of media creates difficulties when it comes to moderating and minimizing unnecessary duplicate content