โป๏ธShare of beehive inspection public URL | 100 | 3 | Groomed | 33 | vertical | ๐Lack of knowledge / experience, ๐ฏHoney certification & trust | | 2-essential | โป๏ธPublic beehive view | | | | Sergei Kaskov | backendfrontend | | |
โป๏ธPublic beehive view | 100 | 5 | Groomed | 20 | vertical | ๐Lack of knowledge / experience | | 1-community | | โป๏ธShare of beehive inspection public URL | | | | backendfrontend | | |
๐ฆvarroa mite detection | 100 | 5 | Groomed | 20 | vertical | ๐ฆInfestation of Varroa mite | apiary/hive/box/frame/frame-side/file | 2-essential | | | | | | IoTMLbackendfrontend | | |
๐๏ธโ๐จ๏ธCount bees coming in/out | 90 | 5 | Groomed | 18 | vertical | ๐๏ธObservability of bee colony | | 4-entrance-counter | | | | | | IoTMLbackend | Integrate bee counting on the edge | |
โ ๏ธHornet attack detection | 90 | 5 | Groomed | 18 | vertical | ๐ขHornet attacks | apiary/hive/box/frame/frame-side/file | 4-entrance-counter | | โClose mechanised hive entrance in case of hornet attack | | | | IoTMLbackend | | |
๐Drone brood detection | 80 | 5 | Groomed | 16 | vertical | ๐Colony with drone-laying queen / laying workers, ๐ฝ๏ธColony starvation | | 2-essential | | | | | | MLbackendfrontend | | |
โClose mechanised hive entrance in case of hornet attack | 80 | 7 | Idea | 11 | vertical | ๐ขHornet attacks | | 5-robotic-beehive | โ ๏ธHornet attack detection | | | | | CADIoT | | |
๐
Varroa Treatment diary | 75 | 3 | Groomed | 25 | vertical | ๐ฆInfestation of Varroa mite | | 3-professional | | | | | | backendfrontend | Mark box having treatment strips | |
โ ๏ธAlerts | 70 | 3 | Groomed | 23 | horizontal | ๐ฒDistant locations, ๐๏ธObservability of bee colony | | 2-essential | | โ ๏ธWeather alerts | | | | backendfrontend | add email alerts, add SMS alerts | |
๐Queen management | 70 | 5 | Groomed | 14 | vertical | ๐Colony without a queen, ๐งถSwarming, ๐Colony with drone-laying queen / laying workers | apiary/hive | 1-community | | | | | | backendfrontend | Separate queen presense toggling from detected queens, Show queen age (1 year) instead of birth year | |
๐ฆVarroa mite new infestation detection from video | 70 | 5 | Idea | 14 | vertical | ๐ฆInfestation of Varroa mite | | 4-entrance-counter | | | | | | ML | | |
๐Queen detection | 70 | 5 | Groomed | 14 | vertical | ๐Colony without a queen | apiary/hive | 1-community | | | | | | MLbackendfrontend | Change queen detection to need a confirmation from a user | |
๐Manual inspections timeline | 70 | 9 | In development | 8 | vertical | ๐๏ธObservability of bee colony | apiary/hive | 2-essential | | | | Artjom Kurapov | | backendfrontend | In timeline view, show note of the inspection | |
๐Product onboarding videos & UI | 60 | 3 | Groomed | 20 | horizontal | | | 1-community | | | | | | frontend | | |
โป๏ธQuick frontpage frame demo | 60 | 5 | Idea | 12 | vertical | | | 1-community | | | | | | backendfrontend | | |
๐ทReal-time frame scanning | 60 | 5 | Idea | 12 | vertical | ๐๏ธObservability of bee colony | | 5-robotic-beehive | | ๐ทFull hive inspection | | | | IoTRoboticsbackendfrontend | | |
๐ซถ๐ปMultiple colony unification | 60 | 7 | Groomed | 9 | vertical | ๐Colony without a queen, โ๏ธOverwintering collapse | | 3-professional | | | | | | | | |
โ๏ธColony comparison | 60 | 7 | Idea | 9 | vertical | ๐๏ธObservability of bee colony | | 3-professional | | | | | | backendfrontend | | |
โ ๏ธFrame analysis - starvation detection and alert | 60 | 7 | Idea | 9 | vertical | ๐ฝ๏ธColony starvation | | 2-essential | | | | | | MLbackendfrontend | | |
โ ๏ธRobbing behaviour alert based on bee counter | 60 | 7 | Idea | 9 | vertical | ๐ขRobbing state | | 4-entrance-counter | | โClose mechanised hive entrance in case of robbing behaviour | | | | backendfrontend | | |
๐Drone detection | 60 | 7 | Idea | 9 | vertical | ๐๏ธObservability of bee colony | | 2-essential | | | | Jassem Manita | | ML | improve drone detection | |
๐Create colony split | 60 | 11 | Groomed | 5 | vertical | ๐งถSwarming | | 3-professional | | | | | | | | |
๐ปPollination optimization with hive placement recommendation | 60 | 13 | Idea | 5 | vertical | ๐ปInsufficient pollination, ๐ฒDistant locations | | 3-professional | | | | | | backendfrontend | Ability to add pollen / honey lab results notes | |
๐บVideo streaming playback | 55 | 13 | Groomed | 4 | vertical | ๐๏ธObservability of bee colony | | 4-entrance-counter | ๐นVideo streaming API | | | | | backendfrontend | Design UI for hive entrance video replay | |
๐ฎDevice management | 50 | 5 | Groomed | 10 | vertical | | | 3-professional | | | | | | | | |
๐คMoving robot between hives | 50 | 13 | Idea | 4 | vertical | ๐ปInsufficient pollination, ๐ช๐ปPhysical labor | | 6-robotic-apiary | | | | | | CADIoTRoboticsbackendfrontend | | |
โ ๏ธDaily loss of bees stats and alert based on counter | 45 | 7 | Idea | 6 | vertical | ๐คขPesticide exposure / poisoning | | 4-entrance-counter | | | | | | backendfrontend | | |
โ ๏ธWeather alerts | 45 | 13 | Idea | 3 | vertical | ๐ช๏ธNot weather-resistant hives | | 2-essential | โ ๏ธAlerts | | | Hatem Soliman | | backendfrontend | integrate weather warnings (storms/hurricanes) -> compare to apiary location -> generate app alert | |
โป๏ธQR-code printing & scanning | 40 | 3 | Idea | 13 | | | | 2-essential | | | | | | backendfrontend | | |
โClose mechanised hive entrance in case of robbing behaviour | 40 | 5 | Idea | 8 | vertical | ๐ขRobbing state | | 5-robotic-beehive | โ ๏ธRobbing behaviour alert based on bee counter | | | | | CADIoT | | |
๐ปDetect bees with pollen for foraging statistics | 40 | 7 | Idea | 6 | vertical | ๐๏ธObservability of bee colony, ๐ฝ๏ธColony starvation, ๐ปInsufficient pollination | | 4-entrance-counter | | | | | | ML | | |
โ ๏ธFrame analysis - spotty brood pattern detection | 40 | 7 | Idea | 6 | vertical | ๐Colony without a queen | | 2-essential | | | | | | MLbackendfrontend | | |
๐นVideo streaming API | 40 | 7 | Groomed | 6 | vertical | ๐๏ธObservability of bee colony | apiary/hive | 4-entrance-counter | | ๐บVideo streaming playback | | | | IoTbackendfrontend | Handle network disconnects on client side | |
๐Analytics with grafana | 40 | 13 | Idea | 3 | vertical | ๐๏ธObservability of bee colony | analytics | 4-iot-sensors | ๐Telemetry API | | | | | backend | Add grafana UI to influx for public visibility. Tie access control to accounts, Setup influx DB under telemetry-api | |
๐Laying workers cell detection | 35 | 5 | Idea | 7 | vertical | ๐Colony with drone-laying queen / laying workers | | 2-essential | | | | | | MLbackendfrontend | | |
๐ฆManual inspections - Bulk upload per box | 35 | 7 | Idea | 5 | vertical | ๐๏ธObservability of bee colony | | 2-essential | | | | | | backendfrontend | | |
๐๏ธโ๐จ๏ธVideo streaming from phone | 30 | 5 | Idea | 6 | vertical | ๐๏ธObservability of bee colony | | 4-entrance-counter | | | | | | backendfrontend | | |
๐Telemetry API | 30 | 5 | In development | 6 | horizontal | ๐๏ธObservability of bee colony | analytics | 4-iot-sensors | | ๐Analytics with grafana | | Ahmed Daoudi, Artjom Kurapov | | IoTbackend | telemetry-api: setup MQTT broker server | |
๐กOffline mode | 30 | 7 | Idea | 4 | horizontal | ๐ฒDistant locations | | 2-essential | | | | | | frontend | | |
๐Show close-by beekeepers (from government registry) | 30 | 7 | Idea | 4 | vertical | ๐ถ๐ปโโ๏ธNeglect to treat mites, requeen or feed, ๐Lack of knowledge / experience | | 1-community | | | | | | backendfrontend | | |
๐ง๐ปโ๐Multiple user support | 30 | 7 | Idea | 4 | horizontal | ๐ช๐ปUnscalable work | | 3-professional | | | | | | | Invite users to the account | |
๐คขDetect pesticide exposure | 30 | 13 | Idea | 2 | vertical | ๐คขPesticide exposure / poisoning | | 4-entrance-counter | | | | | | ML | | |
๐Frame analysis - chilled brood | 25 | 5 | Idea | 5 | vertical | ๐ช๏ธNot weather-resistant hives, ๐Lack of knowledge / experience | | 2-essential | | | | | | MLbackendfrontend | | |
๐ฐ๏ธSkyFi integration | 25 | 7 | Idea | 4 | vertical | ๐ปInsufficient pollination, ๐ปMonoculture agriculture | | 3-professional | | | | | | backendfrontend | | |
๐Bee pose + morphometric model | 25 | 13 | Idea | 2 | vertical | ๐คขPesticide exposure / poisoning, ๐ฆDiseases | | 3-professional | | | | | | ML | | |
๐Wax moth detection | 20 | 3 | Idea | 7 | vertical | ๐ฆInfestations | | 3-professional | | | | | | ML | | |
โป๏ธApiary position sharing | 20 | 5 | Groomed | 4 | vertical | ๐คขPesticide exposure / poisoning, ๐ฆDiseases, ๐Lack of knowledge / experience, ๐Challenging to become a new beekeeper | | 1-community | | | | | | backendfrontend | | |
๐
Calendar view (of events, treatments, alerts) | 20 | 7 | Idea | 3 | vertical | ๐๏ธObservability of bee colony | | 3-professional | | ๐
Google-calendar integration | | | | backendfrontend | | |
๐Analytics - demography and simulation | 20 | 7 | Idea | 3 | vertical | ๐๏ธObservability of bee colony, โ๏ธOverwintering collapse | | 3-professional | | | | | | backendfrontend | add colony population estimation, Calculate daily bee loss based on gate traffic stats, Predict overwintering likelihood | |
๐ฆInventory management / warehouse view | 20 | 13 | Idea | 2 | vertical | ๐ช๐ปUnscalable work | | 3-professional | | | | | | backendfrontend | | |
๐ฆพRobotic frame reordering | 20 | 13 | Idea | 2 | vertical | ๐ช๐ปPhysical labor | | 5-robotic-beehive | | | | | | CADIoTMLRoboticsbackendfrontend | | |
๐Ant detection | 15 | 3 | Idea | 5 | vertical | ๐ฆInfestations | | 3-professional | | | | Fam A. Shihata | | ML | | |
โMechanically reduce hive entrance in case of high wind | 15 | 5 | Idea | 3 | vertical | ๐ช๏ธNot weather-resistant hives | | 5-robotic-beehive | | | | | | CADIoTRobotics | | |
๐Hive beetle detection | 15 | 5 | Idea | 3 | vertical | ๐ฆInfestations | | 3-professional | | | | | | ML | | |
๐Bee race classification | 15 | 5 | Idea | 3 | vertical | ๐๏ธObservability of bee colony | | 3-professional | | | | | | ML | | |
๐
Google-calendar integration | 15 | 7 | Idea | 2 | vertical | ๐ถ๐ปโโ๏ธNeglect to treat mites, requeen or feed | | 3-professional | ๐
Calendar view (of events, treatments, alerts) | | | Hatem Soliman | | backendfrontend | | |
๐Bee age classification | 15 | 13 | Idea | 1 | vertical | ๐๏ธObservability of bee colony | | 3-professional | | | | | | ML | | |
๐๏ธโ๐จ๏ธBee counter (from custom video stream) | 15 | 13 | Idea | 1 | vertical | ๐๏ธObservability of bee colony | apiary/hive | 4-entrance-counter | | | | | | MLbackend | | |
๐ง๐ปโ๐User email verification and change | 10 | 5 | Groomed | 2 | vertical | | | 1-community | | | | | | backendfrontend | | |
๐ง๐ปโ๐User password change | 10 | 5 | Idea | 2 | vertical | | | 1-community | | | | | | backendfrontend | user-cycle - restore password | |
๐Apiary top-down view of relative to the sun | 10 | 7 | Idea | 1 | vertical | ๐ช๏ธNot weather-resistant hives | | 3-professional | | | | | | backendfrontend | | |
โจ๏ธkeyboard shortcuts support | 10 | 7 | Idea | 1 | horizontal | | | 1-community | | | | | | frontend | keyboard shortcuts | |
๐Bee specialization classification | 10 | 7 | Idea | 1 | vertical | ๐๏ธObservability of bee colony | | 5-robotic-beehive | | | | | | ML | | |
๐Robot moving hives between fields | 10 | 13 | Idea | 1 | | ๐ปInsufficient pollination | | 6-robotic-apiary | | | | | | | | |
๐ฆพRobotic frame isolation & extraction | 7 | 40 | Idea | 0 | vertical | ๐ช๐ปUnscalable work, ๐ช๐ปPhysical labor | | 5-robotic-beehive | | | | | | CADIoTMLRoboticsbackendfrontend | | |
๐Beep.nl weight telemetry integration | 5 | 7 | Idea | 1 | vertical | ๐๏ธTime-consuming inspections | | 4-iot-sensors | | | | | | IoT | | |
๐Solar radiance as weather datasource | 5 | 7 | Idea | 1 | vertical | ๐ปInsufficient pollination | | 2-essential | | | | | | backendfrontend | | |
๐Smart home integration over zigbee | 5 | 13 | Idea | 0 | vertical | ๐ช๐ปPhysical labor | | 4-iot-sensors | | | | | | IoTbackend | research smart home / tuya integration | |
๐ฎClient-side app with UI | | | Idea | 0 | | | | 4-entrance-counter | | | | | | Roboticsbackendfrontend | | |
๐ฎConnecting sensors to web-app UX | | | Idea | 0 | | | | 4-iot-sensors | | | | | | | | |
๐ฎConnecting robot to web-app UX | | | Idea | 0 | | | | 5-robotic-beehive | | | | | | | | |
๐Map view | | | Idea | 0 | | ๐ฒDistant locations | | 3-professional | | | | | | frontend | | |
๐ฆVarroa infestation management | | | Idea | 0 | | | | 2-essential | | | | | | | | |
โป๏ธHive ownership transfer | | | Idea | 0 | | | | 3-professional | | | | | | | | |
Measure PM2 pollution | | | Idea | 0 | | | | 4-iot-sensors | | | | | | | | |
Measure atmospheric pressure | | | Idea | 0 | | | | 4-iot-sensors | | | | | | | | |
๐ฌ๏ธWind speed measurement (Anemometer) | | | Idea | 0 | | | | 4-iot-sensors | | | | | | | | |
โWebhooks integration | | | Idea | 0 | | ๐ช๐ปUnscalable work | | 3-professional | | | | | | | | |
๐Guard detection | | | Idea | 0 | | | | 4-entrance-counter | | | | | | ML | | |
๐คTalk to bee colony with AI (with RAG) | | | Idea | 0 | | ๐Lack of knowledge / experience, ๐Challenging to become a new beekeeper | | 3-professional | | | | | | MLbackend | | |
๐ฎClient-side app with UI (manual override mode) | | | Idea | 0 | | | | 5-robotic-beehive | | | | | | CADIoTRoboticsbackendfrontend | | |
๐ปTampering detection | | | Idea | 0 | | ๐ปBears destroying hives & colonies, ๐ช๏ธNot weather-resistant hives | | 4-iot-sensors | | | | | | CADIoTbackend | | |
โ๏ธCO2 monitoring | | | Idea | 0 | | | | 4-iot-sensors | | | | | | IoT | | |
๐ปFlower blooming map | | | Idea | 0 | | ๐ปInsufficient pollination | | 2-essential | ๐ฐ๏ธApiary satellite view | | | | | backendfrontend | | |
๐ฆVarroa mite detection with infra-red camera | | | Idea | 0 | | ๐ฆInfestation of Varroa mite | | 6-robotic-apiary | | | | | | ML | | |
๐Audio-interface (to talk with bees) | | | Idea | 0 | | ๐๏ธUgly beehives | | 5-robotic-beehive | | | | | | IoTbackend | | |
๐งHumidity monitoring | | | Idea | 0 | | โ๏ธOverwintering collapse, ๐ช๏ธNot weather-resistant hives, ๐งPoor hive ventilation | | 4-iot-sensors | | | | Aleksei Zaitsev | | IoTbackend | | |
โ๏ธWeight monitoring | | | Idea | 0 | | ๐๏ธObservability of bee colony | | 4-iot-sensors | | | | | | IoTbackendfrontend | | |
๐ค6-channel audio monitoring | | | Idea | 0 | | ๐งถSwarming, ๐ขRobbing state | | 5-robotic-beehive | | | | | | IoT | | |
๐กConnectivity over LoRa | | | Idea | 0 | vertical | ๐ฒDistant locations | | 4-iot-sensors | | | | | | IoT | | |
๐Ventilation control | | | Idea | 0 | vertical | โ๏ธOverwintering collapse, ๐งPoor hive ventilation | | 5-robotic-beehive | | | | | | CADIoT | | |
โจ๏ธHive heating | | | Idea | 0 | vertical | ๐ฆInfestation of Varroa mite, โ๏ธOverwintering collapse | | 5-robotic-beehive | | | | Aleksei Zaitsev | | CADIoTbackend | | |
๐Nursing video analysis | | | Idea | 0 | vertical | ๐๏ธObservability of bee colony | | 5-robotic-beehive | | | | | | MLbackendfrontend | | |
๐งชAutomatic acid treatment against varroa | | | Idea | 0 | vertical | ๐ฆInfestation of Varroa mite | | 5-robotic-beehive | | | | | | CADIoTbackendfrontend | | |
๐ฅ๏ธRemote desktop | | | Groomed | 0 | vertical | | | 4-entrance-counter | | | | | | IoTbackend | | |
๐ญAutomatic sugar syrup feeder | | | Idea | 0 | vertical | ๐ฝ๏ธColony starvation | | 5-robotic-beehive | | | | | | CADIoTbackendfrontend | | |
๐ฆพCross-family frame movement resource balancing | | | Idea | 0 | vertical | ๐ฝ๏ธColony starvation | | 6-robotic-apiary | | | | | | IoTRoboticsbackendfrontend | | |
๐ทFull hive inspection | | | Idea | 0 | vertical | ๐ช๐ปPhysical labor, ๐ช๐ปUnscalable work, ๐๏ธTime-consuming inspections | | 5-robotic-beehive | ๐ทReal-time frame scanning | | | | | CADIoTMLRoboticsbackendfrontend | Redesign @Untitled with more CAD details - @Untitled | |
๐Energy autonomy (battery + solar cells + wind) | | | Idea | 0 | vertical | ๐ฒDistant locations | | 5-robotic-beehive | | | | | | IoT | | |
๐Detect queen mating from entrance video | | | Idea | 0 | vertical | ๐Colony without a queen | | 4-entrance-counter | | | | | | ML | | |
๐Detect swarming from entrance video | | | Idea | 0 | vertical | ๐งถSwarming | | 4-entrance-counter | | | | | | ML | | |
๐ฆพRobotic insertion of new frames | | | Idea | 0 | vertical | ๐ช๐ปPhysical labor | | 5-robotic-beehive | | | | | | CADIoTMLRoboticsbackendfrontend | | |
๐Worker bee detection | | | In development | 0 | vertical | ๐๏ธObservability of bee colony | apiary/hive/box/frame/frame-side/file/bees | 1-community | | | | Fam A. Shihata | | MLbackendfrontend | | |