Cost
Based on materials ~ 600-1200 EUR depending on amount of hives
Target audience
Problems and features
Features
feature name | verticality | goal / problem solved | Status | billing plan | concept hierarchy path | Assigned to | Blocked by | Blocking | Date | Idea by | Priority | Tags | Tasks | Youtube guide | estimate | impact = priority % |
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๐๏ธโ๐จ๏ธCount bees coming in/out | vertical | ๐๏ธObservability of bee colony | Groomed | 4-entrance-counter | | | | | | | 18 | IoTMLbackend | Integrate bee counting on the edge | | 5 | 90 |
โ ๏ธHornet attack detection | vertical | ๐ขHornet attacks | Groomed | 4-entrance-counter | apiary/hive/box/frame/frame-side/file | | | โClose mechanised hive entrance in case of hornet attack | | | 18 | IoTMLbackend | | | 5 | 90 |
๐ฆVarroa mite new infestation detection from video | vertical | ๐ฆInfestation of Varroa mite | Idea | 4-entrance-counter | | | | | | | 14 | ML | | | 5 | 70 |
โ ๏ธRobbing behaviour alert based on bee counter | vertical | ๐ขRobbing state | Idea | 4-entrance-counter | | | | โClose mechanised hive entrance in case of robbing behaviour | | | 9 | backendfrontend | | | 7 | 60 |
๐ปDetect bees with pollen for foraging statistics | vertical | ๐๏ธObservability of bee colony, ๐ฝ๏ธColony starvation, ๐ปInsufficient pollination | Idea | 4-entrance-counter | | | | | | | 6 | ML | | | 7 | 40 |
โ ๏ธDaily loss of bees stats and alert based on counter | vertical | ๐คขPesticide exposure / poisoning | Idea | 4-entrance-counter | | | | | | | 6 | backendfrontend | | | 7 | 45 |
๐๏ธโ๐จ๏ธVideo streaming from phone | vertical | ๐๏ธObservability of bee colony | Idea | 4-entrance-counter | | | | | | | 6 | backendfrontend | | | 5 | 30 |
๐นVideo streaming API | vertical | ๐๏ธObservability of bee colony | Groomed | 4-entrance-counter | apiary/hive | | | ๐บVideo streaming playback | | | 6 | IoTbackendfrontend | Handle network disconnects on client side | | 7 | 40 |
๐บVideo streaming playback | vertical | ๐๏ธObservability of bee colony | Groomed | 4-entrance-counter | | | ๐นVideo streaming API | | | | 4 | backendfrontend | Design UI for hive entrance video replay | | 13 | 55 |
๐คขDetect pesticide exposure | vertical | ๐คขPesticide exposure / poisoning | Idea | 4-entrance-counter | | | | | | | 2 | ML | | | 13 | 30 |
๐๏ธโ๐จ๏ธBee counter (from custom video stream) | vertical | ๐๏ธObservability of bee colony | Idea | 4-entrance-counter | apiary/hive | | | | | | 1 | MLbackend | | | 13 | 15 |
๐ฎClient-side app with UI | | | Idea | 4-entrance-counter | | | | | | | 0 | Roboticsbackendfrontend | | | | |
๐Guard detection | | | Idea | 4-entrance-counter | | | | | | | 0 | ML | | | | |
๐ฅ๏ธRemote desktop | vertical | | Groomed | 4-entrance-counter | | | | | | | 0 | IoTbackend | | | | |
๐Detect queen mating from entrance video | vertical | ๐Colony without a queen | Idea | 4-entrance-counter | | | | | | | 0 | ML | | | | |
๐Detect swarming from entrance video | vertical | ๐งถSwarming | Idea | 4-entrance-counter | | | | | | | 0 | ML | | | | |
Relevant commercial solutions & scientific work
๐ฆ๐บBeemate
๐ฉ๐ชApic.ai
๐จ๐ฟย BeeLogger
๐ฆ๐บVimanaTech & B-honey: Purple Hive project
๐ฌBeeAlarmed. Masters thesis
๐ฌLabelBee: a web platform for large-scale semi-automated analysis of honeybee behavior from video
๐ฌHoneybee In-Out Monitoring System by Object Recognition and Tracking from Real-Time Webcams