t04glovern / azure-iot-trashe

Trashé is a SmartBin which aim to help you get better at recycling. Making use of Azure IoT Edge we're able to leverage our trash detection model to detect plastic, glass & metals in realtime.

Trashé

Trashé is a SmartBin which aim to help you get better at recycling.

Making use of Azure IoT Edge we're able to leverage our trash detection model to detect plastic, glass & metals in realtime.

Design

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Architecture

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Setup

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• 01_custom_vision
  • 01_custom_vision_model
  • 02_container_registry
• 02_iot
  • 01_raspberry_pi
  • 02_azure_iot_edge
  • 03_azure_iot
  • 04_blinker
  • 05_usb_camera
  • 06_camera_capture
  • 07_image_classifier_service
• 03_web
  • 01_service_bus
  • 02_queue_process
  • 03_cosmos_db_webapp
  • 04_queue_processing_revisited

Web

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Attribution

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• https://desertbot.io/blog/headless-raspberry-pi-3-bplus-ssh-wifi-setup
• https://docs.microsoft.com/en-au/azure/iot-edge/how-to-install-iot-edge-linux#configure-the-security-daemon
• https://www.hackster.io/saka/azure-iot-edge-for-dummies-blink-an-led-e8b2e4
• https://github.com/Azure-Samples/Custom-vision-service-iot-edge-raspberry-pi
• https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/getting-started-build-a-classifier?WT.mc_id=devto-blog-dglover
• https://github.com/gloveboxes/Creating-an-image-recognition-solution-with-Azure-IoT-Edge-and-Azure-Cognitive-Services
• https://dev.to/azure/azure-iot-edge-on-raspberry-pi-buster-plus-tips-for-raspberry-pi-4-22nn