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Does anyone know what the state of the art is for doing this type of reconstruction as a streaming input to detection and recognition algorithms? For instance,
by alhirzel 5y ago
Does anyone know what the state of the art is for doing this type of reconstruction as a streaming input to detection and recognition algorithms? For instance, this could be used for object detection and identification on a recycling conveyor line.
- beambot 5y agoI don't believe that either does reconstruction... but for the recycling application, there are a handful of companies tackling this problem -- e.g. Everest Labs & Amp Robotics.
- Animats 5y agoThe big name in this is Bulk Handling Systems.[1] They build and sell large complete recycling plants. They do about 90% of the sorting with a series of mechanical processes. The robots do only the "quality control" step, pulling out items that got past the choppers, shakers, screens, air blasts, and magnets. That gets the outputs up to 99%+ of the desired product, so it can go into recycling processes that take in cardboard, plastics sorted by type, etc. It makes the robotics cost effective. San Francisco's recycling operation, at Pier 95, uses a system built by them. It's not a glamorous technology, but it gets the job done. [1] https://www.max-ai.com/video-max-ai-autonomous-qc/ https://www.max-ai.com/video-max-ai-autonomous-qc/