polkaverse / conf-count

Conference Monitoring Project based on Image Recognition that uses Rust Language and AWS Rekognition service to get the level of image similarity.

Conference Monitoring System based on Image Recognition in Rust

This is a Conference Monitoring Project based on Image Recognition that uses Rust Language and AWS Rekognition service to get the level of image similarity. The project can be run on the Raspberry Pi by cross compiling the existing project, details of which are given in the Readme. This project is in the form of Web-Services.

Project Use-Case

As this project is based on Image Recognition, so here:

• Each attendee's image will be stored in the database at the time of registration for a Conference.
• At the time of the conference, all the images are compared with the clicked image of the conference.
• If a registered attendee is present in the conference then its status will update to Present else status will remain Absent and a mail is sent to attendee's email address by specifying the absent status.

We thrive for the best and want you to contribute towards a better Project. See CONTRIBUTING.md for giving your valuable feedbacks and contributions.

Setting up your environment

Rustup.rs

Building this project requires rustup, version 1.8.0 or more recent. If you have an older version, run rustup self update.

To install on Windows, download and run rustup-init.exe then follow the onscreen instructions.

To install on other systems, run:

curl https://sh.rustup.rs -sSf | sh

This will also download the current stable version of Rust, which this project won’t use. To skip that step, run instead:

curl https://sh.rustup.rs -sSf | sh -s -- --default-toolchain none

MongoDB

Download MongoDB

wget -qO - https://www.mongodb.org/static/pgp/server-4.2.asc | sudo apt-key add -
sudo apt-get install gnupg
sudo apt-get install -y mongodb-org

Start MongoDB

sudo service mongod start

For more information on MongoDB, refer to the MongoDB Manual MONGODB MANUAL

Exporting variables

REGION is required by AWS which should match your Bucket's region. You are required to add the same region in which you have your Bucket.

export Region=$YOUR_REGION

BUCKET_NAME is the bucket that stores all the clicked images.

export Clicked_Image_Bucket=$BUCKET_NAME

CLICKED_IMAGE_PATH is the path to the clicked image that is taken by the camera of Raspberry Pi.

export Clicked_Image_Path=$CLICKED_IMAGE_PATH

IP_ADDRESS:PORT_NO refers to the socket where the MongoDB runs.

export Host=$IP_ADDRESS:PORT_NO

RUST_LOG is required for loggers.

export RUST_LOG=$Project_Name=Log_Level

Building

Normal Build

git clone https://github.com/Knoldus/conf_count
cd conf_count
cargo build

The binary would be saved in /target/debug/conf_count

Cross-compilation build for Raspberry Pi

Run cargo build --target=armv7-unknown-linux-gnueabihf to get a cross compiled binary in /target/armv7-unknown-linux-gnueabihf/debug/conf_count

Running the binary

./conf_count

Then follow the instructions in the application.