The fish farm is now a vision system
the fish farm is now a vision system: aquabyte tracks size and health with underwater cameras, and efishery automates feeding so feed conversion ratios keep improving. researchers rebuilt biomass estimation from infrared video with cameras under a hundred dollars.
the feed bill is the metric ai optimizes now.
Context
Aquabyte's product pages describe cameras and analysis for fish farming: its Feeding product analyzes fish activity, behavior and pellet data to predict appetite, and its Weight product measures weight and growth.
Research on cheap fish monitoring includes the open-source iFO infrared system and a Feb 2026 paper on fish volume estimation, a non-invasive approach.
Aquabyte's cameras and the infrared low-cost fish observation research match their sources. eFishery's automated feeding, improving feed conversion ratios and cameras 'under a hundred dollars' are not seen in the sources read, so unsupported here, not refuted.
Related work
- Aquabyte: Feeding ↗Product page.
- Aquabyte: Weight ↗Product page.
- iFO: an open source low-cost infrared fish observation system ↗Open-source system.
Watch next
- Find eFishery's own feed conversion data.
Sources
- Aquabyte, Feedingaquabyte.ai
- Aquabyte, Weightaquabyte.ai
- Cost-effective fish volume estimation, Feb 13, 2026exa.ai
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 2 October 2026 at 06:46 IST. Sources are the papers and datasets the note draws on.
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