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@TinyCamML

TinyCamML

README.md

Hi there 👋

IN PROGRESS README

The purpose of this organization is to describe how to build an sensor with on-device machine learning and cellular transmission to identify spatial extent of coastal flooding. The two main devices are the OpenMV and Particle Boron. Below are a list of the repositories within this organization that help understand the individual devices (including firmware and circuit diagrams) and how they can be combined to create a functioning long-term, low cost, high efficiency sensor.

This organization is a community of scientists from the University of North Carolina at Wilmington, University of North Carolina at Greensboro, and North Carolina State University.

There is one active repository, and several archived repositories.

The Active repository is Boron and OpenMV Respository, which contains firmware for the openMV and the Boron, a circuit diagram, and more images of what you should be looking at. The Boron's firmware in this repository is unique from the other repositories because it includes added cellular transmission and long-term sleeping capabilities. With this updated firmware and correct power supplies you should be able to create a device independent of the computer that has cellular transmission and publishing abilities. This repo is in progress.

Archived repositories include:

The Boron respository describes firmware necessary to communicate with the openMV. OpenMV respository describes firmware necessary to communicate with the Boron. This repository also contains a tf.lite file that is necessary to upload onto the camera in order to successfully run the firmware.

The Boron and OpenMV basics repository provides the same firmware from the previous repositories named but also includes the circuit diagram. tf.lite file, and images for what you should be looking at. This repository contains a "How-To" guide for creating a device that is dependent on the computer USB power and does no have cellular transmission. This repo will allow you to test the firmware and wiring connections. This repository would be very helpful if you have an understanding of both devices and are ready to start running code.

Popular repositories Loading

  1. Boron Boron Public archive

    Boron code to send data from OpenMV -> Cloud

    Makefile 1

  2. MLmodel MLmodel Public

    ML model for OpenMV

    Jupyter Notebook

  3. Boron-and-OpenMV-Basics Boron-and-OpenMV-Basics Public archive

    This project includes Firmware/Diagram that has Boron and OpenMV to communicate but still have dependency on the USB port and computer. No cell data. This repository provides a "How-To" for creatin…

    Makefile

  4. Boron-and-OpenMV Boron-and-OpenMV Public

    This repo is continued progress between Boron and OpenMV as a self contained device that can successfully monitoring flooding on roadways.

    Makefile

  5. Example-Repo Example-Repo Public archive

    Intended to show an example or template for a full repo

    1

  6. .github .github Public

Repositories

Showing 8 of 8 repositories
  • Boron-and-OpenMV Public

    This repo is continued progress between Boron and OpenMV as a self contained device that can successfully monitoring flooding on roadways.

    TinyCamML/Boron-and-OpenMV’s past year of commit activity
    Makefile 0 MIT 0 7 (1 issue needs help) 0 Updated Nov 15, 2024
  • MLmodel Public

    ML model for OpenMV

    TinyCamML/MLmodel’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Nov 12, 2024
  • DeploymentAnalysis Public

    Analysis codes for data from TinyCamML deployement

    TinyCamML/DeploymentAnalysis’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 24, 2024
  • .github Public
    TinyCamML/.github’s past year of commit activity
    0 0 1 0 Updated Jun 12, 2024
  • SeniorDesignCaML Public archive

    This repository contains the files from the ECE Senior Design team at NC State in 2024 for their work on a LoRa-based system for the machine learning cameras.

    TinyCamML/SeniorDesignCaML’s past year of commit activity
    C 0 0 0 0 Updated May 30, 2024
  • Boron Public archive

    Boron code to send data from OpenMV -> Cloud

    TinyCamML/Boron’s past year of commit activity
    Makefile 0 MIT 1 4 (1 issue needs help) 0 Updated Feb 29, 2024
  • Boron-and-OpenMV-Basics Public archive

    This project includes Firmware/Diagram that has Boron and OpenMV to communicate but still have dependency on the USB port and computer. No cell data. This repository provides a "How-To" for creating this device.

    TinyCamML/Boron-and-OpenMV-Basics’s past year of commit activity
    Makefile 0 0 1 0 Updated Feb 21, 2024
  • Example-Repo Public archive

    Intended to show an example or template for a full repo

    TinyCamML/Example-Repo’s past year of commit activity
    0 MIT 1 1 0 Updated Jan 18, 2024

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