4 ms·
fun fact: if you inspect the properties of images hosted on facebook, you can see an html attribute for tags that Facebook has determined are in the photo (like
by 2bitencryption 10y ago
fun fact: if you inspect the properties of images hosted on facebook, you can see an html attribute for tags that Facebook has determined are in the photo (like "two people smiling," "pool", "outdoor party", "dog", etc).
As far as I know this isn't used for any user-facing features (yet), but it's there.
- Narretz 10y agoThis is useful for screen readers.
- SoapSeller 10y agohttp://www.theverge.com/2017/2/2/14486034/facebook-ai-update-photo-search-by-keyword http://www.theverge.com/2017/2/2/14486034/facebook-ai-update...
- amelius 10y agoIt doesn't seem to be really accurate. E.g., for a cartoon it says: "Image may contain: text".
- gwern 10y agoMost of the image datasets are exclusively photo-based. (Definitely no anime in ImageNet, MSCOCO, SVHN, CIFAR etc.) I've noticed that many computer vision tools seem to do worse on drawings or cartoons. The other day I was putting together a dataset of anime headshots to try to generate them with WGAN, and needed to crop images down to just the faces; the usual OpenCV tools failed utterly, and I had to use an anime-specific face detection library.
- dirtyaura 10y agoCartoons are a special snowflake: Jeremy Howard said in the fast.ai course that you probably need to retrain multiple layers of convolutional network to handle them. I.e you have a different model for them than for photos.
- deleted 10y ago[deleted]
- kevan 10y agoIt's been showing up in my alt tags for a while.