kosche

4 ms·

1.
by kosche 7y ago
We had/have this problem too. If nn "sees" unknown model it tries to classify it as one of known models. To avoid this, we added 'Other/Other' bucket and put ~3k images of different cars/buses/trucks
2.
by kosche 7y ago
I see. Sounds pretty similar to what we do.
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by kosche 7y ago
Yes. We thought about using car's value for quests/achievements. Haven't find reliable source for pricing data yet. Current concept idea is very similar to one you suggested. Every car is assigned with some amount of points b
4.
by kosche 7y ago
ha! Interesting. Did you train model yourself or find some ready available? BTW we also have an API for car's make/model/years/color/angle recognition. We can share API key for that if you'd like: https:/
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by kosche 7y ago
Thank you! :)
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by kosche 7y ago
Yes, you a right. We think about this direction. Here is another video which shows how this can be used for 'quick cars search' https://youtu.be/BFlaqSz0Cmo
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by kosche 7y ago
There are two main sources: used car sites and youtube. Used car sites have ads classified across make/model hierarchy already - you just need to filter away unsuitable photos - this task can be automated. And youtube is good for new m
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by kosche 7y ago
Yes. I thought about that too. Totally agree, timing is not 'perfect' :(, but could not just wait.
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by kosche 7y ago
That is an interesting idea :)
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by kosche 7y ago
Hi jermaustin1! Not exactly, we don't use users' data to extend dataset. Photos made by users are labeled (classified) by existing nn, and you don't want to use results produces by nn to retrain same nn. Currently we have poi
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by kosche 7y ago
Hi guys, I want to share a project me and couple more guys were working on last year - Car Hunters. Essentially we built a mobile game using Computer Vision and AI. Some problems we had to solve while working on Car Hunters: - we collected
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Show HN: Mobile Game – Car Hunters(youtube.com)
53 points by kosche 7y ago|27 comments