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And we’d heard from some people that photos surfaced from our earlier Rediscover This Day feature were sometimes unwelcome. Giving people controlĮven if we could accurately predict the significance of each photo, we can’t accurately predict how someone will feel about revisiting a particular moment. Because of these filters I’ll never encounter the 64 screenshots of my phone’s lock screen that my daughter took while I’m reminiscing.įinally, the set of photos is packaged into a memory. The camera codes information, like the resolution and whether or not it’s a screenshot, directly into the image file. We use rule-based filters because AI models simply aren’t needed for this. Then a set of non-machine learning filters based on photo metadata (image resolution, file formats, photo dimensions) filter out things like screenshots and low-resolution photos. things, people and pets) that determine how likely it is that a photo could be a receipt or picture of your tax forms that shouldn’t be included and pixel-based models filter out near-duplicates, and score photos on a set of aesthetic qualities like blurriness and lighting. We do this in two ways: non-pixel-based detection models produce signals and labels (i.e. To start, AI curation for Memories takes a set of photos and filters out the bad, boring, and sensitive stuff - from receipts and parking lots to all the blurry photos you took of your fast-moving toddler before you snapped a sharp one. We conducted research with a diverse set of users and those learnings guided how we defined the AI models that power Memories. To build Memories, we didn’t just start with AI - we started with people. It’s important to allow people to adapt the output to their needs, edit the experience, or even turn it off. AI-driven products are probabilistic by nature and the experience won’t be perfect for everyone, every time. With this in mind, we knew that we needed to give each individual some control over their experience. When we expanded our reminiscing features and automatically brought more photos and videos out of obscurity and put them front and center in the Photos app, the impact of getting things wrong became much higher. Some memories are intensely sad, upsetting, or painful - such as photos of an ex-partner or a loved one that has died. In addition, reminiscing is personal and not all memories are welcome. To create an engaging reminiscing experience that everyone would enjoy we needed to make tough decisions about what types of content to include or filter out. That said, Memories needed to be enjoyable for everyone - no matter the size of their photo library, whether or not they travel, have kids or pets, or if they take hundreds of pictures a week or a few pictures a month.
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Personally, I love that these show how someone has grown over time, like this one that shows my daughter at age one and age three. If face grouping is on, AI creates collages featuring a recent photo of someone next to an older photo of them in a similar pose.
Collage feature im googl ephotos movie#
We use AI to automatically combine photos and videos into a short movie set to music and generate animations from photo bursts.
![collage feature im googl ephotos collage feature im googl ephotos](https://beebom.com/wp-content/uploads/2020/12/Google-photos-AI-feature-feat..jpg)
It also powers features that go beyond search and organization. In Google Photos we use AI to make your images easier to search and organize by people, places, and things. That said, because a large, diverse group of people use Photos, and because reminiscing is so personal, we knew that we’d need to give individuals control over their experience. We on the Google Photos team saw an opportunity to reconnect people with their memories, and we used AI to understand what photos are meaningful and worthy of reminiscing. Still we took them for a reason - to document, to share and to remember those meaningful moments. Special moments that we capture are quickly buried in an overwhelming black hole of digital obscurity, and the majority of photos backed up in Google Photos might never be viewed again. It’s great - so many pictures? and overwhelming - so many pictures ?. Now that we carry high-quality cameras in our pockets to snap selfies and take videos of our cats, our photo and video libraries are getting huge. If you were alive before smartphones and digital cameras, you might remember when your photographic memories were in physical photo albums or a shoebox that you thumbed through when you got the urge to reminisce.