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Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

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Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#111
post #46

I travel extensively for work. Where are you guys staying that doesn’t have a basic desk and chair with outlets and stuff ready to go? Even the most basic Marriott property has a totally comfortable workspace in every room

I stayed at the Hyatt Centric in Boston. Take a look at the photos - no desk or chair.

Moxy (Marriott) hotels tend not to have desks either.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#112
Hey, cool idea. Would you be able to tell me the tech stack for the whole app? I want to build a similar application for some other use case. I have built a static map with all my labels using leaflet in Python. To turn it into something like you have, what technologies will I need?

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#113

Earlier quoted context omitted.

Not really, businessmen/women usually need their stuff ironed.

And they are ironing their stuff on their own in their hotel room? Isn’t there a service for that?

Hotel laundry services of any kind are unbelievably expensive in my experience. Usually US$10-30 per item, or the local equivalent, with e.g. socks and underwear being at the low end, slacks and collared shirts at the high end. Dry cleaning, of course, is a significant premium beyond that.

I thought it was just a US thing when I was younger, but I've found it to be true even in other countries.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#114

Earlier quoted context omitted.

As far as business investments go, I’d need to see some really solid market research showing enough people were willing to choose a hotel for these amenities in-room rather than a one with a “business center” as many currently have, a coworking space, coffee shop, or even a public library. People wanting specialized private spaces like that don’t generally look to hotels to meet their needs, and considering how quick…

As someone who has thought about this remote style, but hasn’t done it, I don’t think I’d want to be in the hotel room much. I’d much rather find a coffee shop to work from where I can get some of the vibe of the city while still working. Otherwise, you’d only get a few hours per day in the evening of experiencing anything you couldn’t do at home, so what’d be the point of spending home rent +hotel +travel for the we…

I suppose it depends somewhat on why you're there and how well you can work in an ambient social environment. Mind you, I don't really disagree but, if I'm focused on a computer screen, I'm not sure how schlepping my laptop to a random coffeeshop is that different from being in my hotel room.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#115
post #10

IMHO There is a huge gap for affordable hotels for normadic workers and business people. Hotel rooms suck when you need to use them for work. Typically there are massive beds and I travel alone if for work. There is no proper chair, no writing table at all or one too small, and the sockets tend to be in the wrong corner of the room. If I was an entrepreneur outside of software looking for a gap, I might have invented…

>I might have invented a hotel chain for work stays. That's basically what wework is. I know you can't officially sleep there. I don't know what they would do if you slept in one of the 24/7 access plans though. Also you are vastly overestimating the amount of "work" people do in hotel rooms that are not in tech.

I worked for a mid-size tech company for many years and did a lot of travel (not as a developer). Sure I'd check email and maybe do some writing. But, while I liked having a halfway comfortable chair, I was pretty much content to work with my laptop on my lap if that were the only option. I wasn't great at focusing on writing an article for one of our in-house pubs say, but that had very little to do with work amenities and more with the fact that I traveling to attend an event etc. so I had a lot of distractions.

(For an extended trip to a single location where I was only intermittently at a customer etc., maybe I'd consider asking for a co-working space but I never did and don't think I'd have gone to the trouble.)

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#116
post #77
post #10

IMHO There is a huge gap for affordable hotels for normadic workers and business people. Hotel rooms suck when you need to use them for work. Typically there are massive beds and I travel alone if for work. There is no proper chair, no writing table at all or one too small, and the sockets tend to be in the wrong corner of the room. If I was an entrepreneur outside of software looking for a gap, I might have invented…

I think companies such as WeWork or Servcorp try to fill that gap. I don't like working in the same room that I sleep in - you have to keep the room tidy for video calls, handle housekeeping, and hope that the seat won't break your back. The rent-an-office locations are usually pretty well equipped with good desks and large monitors.

When I was traveling a lot that would have seemed like way more logistics than I would have wanted to deal with--and I doubt my company would have covered. Presumably if you're traveling on business you're in the location for some other reason than working on your computer for most of the day.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#117
post #76

Earlier quoted context omitted.

The best solution to all these problems is to have a extra 'co working' room that any guest, or for a fee anyone, can use and just bill an extra $15/day to use it (or whatever) including the coffee machine. Working and sleeping in the same room is actually not that great for you most the time.

Most hotels that I’ve stayed in recently have one that they call a “business center” or similar. They’re the new hotel gym.

Most that I've stayed in don't but often have pools and gyms. I suspect it comes down to if they're targeting a 'business traveler', for example it's definitely a thing in 'corporate' hotels or ones by a airport.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#118
post #117

Earlier quoted context omitted.

Most hotels that I’ve stayed in recently have one that they call a “business center” or similar. They’re the new hotel gym.

Most that I've stayed in don't but often have pools and gyms. I suspect it comes down to if they're targeting a 'business traveler', for example it's definitely a thing in 'corporate' hotels or ones by a airport.

Most of the hotels I stay at are on the east coast, so that might make a difference because of how much business travel there is there, but even the more family-focused ones in touristy areas have them.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#119

Why stop at just office chairs? Why not detect all categorizable objects in every photo and rank based on that? Could also crop just the object detection regions of each image, run those cropped images through CLIP/SigLIP, then UMAP and HDBSCAN to view a 2 or 3 dimensional latent space clustering of office chair types.. might reveal some info as to what kinds of chairs exist in what geographical regions. Could use a…

There's an Internet Movie Car Database, and independently, an Internet Movie Firearms Database. Surely there are more. I feel like they should be one database with object_type=car and object_type=firearm respectively. And then I can finally search by object_type=vacuum_cleaner and find out the wild-looking ball-shaped vacuum in that sci-fi movie whose name escapes me...

The classic orange 60s hoover ball?

https://d3j17a2r8lnfte.cloudfront.net/mvh/2024/3/medium/bzSo...

My grandparents had one in the 70s, it always amazed me.

Re: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos

#120
post #117

Earlier quoted context omitted.

Most hotels that I’ve stayed in recently have one that they call a “business center” or similar. They’re the new hotel gym.

Most that I've stayed in don't but often have pools and gyms. I suspect it comes down to if they're targeting a 'business traveler', for example it's definitely a thing in 'corporate' hotels or ones by a airport.

I have very rarely used a business center in literally years of days traveling on business. Maybe I've printed a few pages over time.
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