The association model seems like the special sauce, anything more you can share about that? Architecture, inputs and outputs etc. I’m always really interested in unique CV models.
Launch HN: Transload (YC P26) – Measuring freight items with CCTV
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Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#12Very interesting, I work in a similar space with diverse cameras and we’ve been using DepthAnything for a while, but I hadn’t seen these new models yet so thanks! The association model seems like the special sauce, anything more you can share about that? Architecture, inputs and outputs etc. I’m always really interested in unique CV models.
We frame the association model as an instance segmentation ranking problem. Given a set of freight item segmentations, the question becomes which freight item is most likely being scanned? Our model needs to analyze the pose of the workers, consider multiple frames and map the whole scene to 3D.
Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#13you may need to look into NTEP approval before this is being used for legal trade... dimensioning is a big deal.
Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#14is this solution... legally certified for trade? you may need to look into NTEP approval before this is being used for legal trade... dimensioning is a big deal.
Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#15Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#16Props for finding a problem that needed to be solved instead of just generating some hype
Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#17Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#18Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#19Re: Launch HN: Transload (YC P26) – Measuring freight items with CCTV
#20Looks nice, I can see many nice things to use this kind of system, especially for an upcoming project of mine for a coffee shop.