How to group similar-looking shots together.How to identify duplicates in your photo album using Python code.Low Cost: can process 12M images on a $1 cloud machine budget.Efficient: works on CPU (even on Google Colab with only 2 CPU cores!).Scalable: handles 400M images on a single machine.Here are some superpowers you get with fastdup - it lets you identify:įastdup superpowers. You can manage, clean, and curate your images at scale on your local machine event with a single CPU.įastdup lets you clean visual data with ease, freeing up valuable resources and time. ⚡ fastdupįastdup is a tool that let you gain insights from a large image/video collection. 📝 NOTE: All codes used in the post are on my Github repository. How to cluster similar-looking shots together.How to filter out photos that are too dark, too bright, or blurry.How to identify duplicates in your photo album.How to isolate corrupted images in your photo album.In this post, I’ll show you how to tidy up your digital life by organizing your photo collection and not spending an entire weekend doing it. We’re busy people.ĭon’t fret, that’s what this post is about. Spending hours sorting through your photos and cleaning them is a pain. If you’re convinced, now comes the next hurdle. So consider cleaning up your digital clutter, because it pays in the long run. Digital clutter not only affects your device but also impacts you psychologically.An organized photo collection can be a source of pride especially when you share them.Organizing your collection saves you time spent searching for photos.It’s difficult to find specific photos when your collection is in a mess.Right?īut over time, these photos will just clutter your devices taking up valuable disk space and slowing down your device. I know, you’ll say that there’s no harm in keeping those extra selfies in your phone. I mean, I’ve got gigabytes of photos on my Google Photo app filled with dark shots, overly exposed shots, blurry shots, and tons of duplicate stills.Īnd let’s face it, what we post on Instagram vs what’s behind the scenes can be wildly different. In today’s world of selfies and Instagram, we all take tons of photos on our phones, cameras, and other gadgets.īut let’s be real, it’s easy for our photo collections to become a chaotic mess, making it impossible to find that one special memory.

Google photos duplicate detection