TL;DR: The authors pretrain the model to classify images into Wordnet synsets[a] that appear in the caption, using a standard Cross Entropy loss. They keep the number of classes relatively small by removing any synsets that don't show up in captions at least 500 times in the dataset. It seems to work well. My immediate question is: Why not classify among the entire hierarchy of all Wordnet synsets? --- [a]... - Source: Hacker News / about 2 months ago

To operationalize this intuition, the Microsoft and UC Berkeley researchers use WordNet and Wiktionary to augment the text in image-text pairs. The concept itself is augmented for isolated concepts, such as the class labels in ImageNet, whereas for captions (such as from GCC), the least common noun phrase is augmented. Equipped with this additional structured knowledge, contrastively pretrained models exhibit... - Source: dev.to / 3 months ago

If you like this, definitely check out WordNet (https://wordnet.princeton.edu/). - Source: Hacker News / 6 months ago

I didn't understand well what you meant, but maybe this site can help you: https://wordnet.princeton.edu/. Source: over 1 year ago

What I'd do is work with a huge database like WordNet and then try to "extrapolate" BIP39 to 4096 words by creating queries against WordNet to obtain words meeting the constraints you'd like to keep. Source: over 1 year ago

I will get the front door replaced with a ring.com or similar application. Source: 7 months ago

Thank you! That is good to know! I actually bought the plus from costco! But, then read reviews that scared me off and returned it without trying it.( though I should research more) But, now costco has the pro like a month later and no longer the plus. Really I just want it to work. Only thing great with costco if there is a major issue I can return it in 3 months. If I get it from ring.com I only have 30 days. Source: 12 months ago

I don't know what the heck is going on but I can't open any ring.com or support.ring.com page in Chrome. I even tried turning off all my extentions and I still can't get any page to load. I get a white screen with no content. Source: about 1 year ago

Whatever their reason is, it was a stupid move to decide to sunset the desktop app, that gave instant quick access to Live view and recordings, for a completely browser based "solution". Just f'ing completely stupid. I can't quickly open up a browser and go to ring.com to check anything. I can't just have browsers and tabs always open when I'm in the middle of a very system resource heavy session... Source: about 1 year ago

My ring doorbell is not charging. Was at 29%, so I brought it inside and plugged it in. After 24 hours it was at 42%, so I unplugged it. Also, tried the trick of pushing the button three times. After being unplugged for 3 hours it is now at 29% again. I tried the help section on ring.com, but it wasn't any help. What to do? Source: about 1 year ago