itsdevbrat / railrush

An AI based Crowd Detection

Railrush

An AI based Crowd Detection that detects number of peoples in the trains

Tech Stack

Admin Frontend : HTML, CSS, JS website link
Client Frontend : Android website link
Backend : Node.js, mongodb, python(ML Scrpt)

Flow

When user uploads a video on website website link the video on reaching the servers gets processed and we count number of peoples and using a formula we somehow calculate the current crowd count in the train and then those crowd count is made available at api call /crowdCount?trainId
So the user client built using android get the crowd count for the train desired

Instructions

1. Install node
2. Install python 3.7 because tensorflow isn't there for 3.8 yet
3. npm install or npm install -y (within the project directory)
4. pip install opencv-python h5py keras tensorflow==2 matplotlib pillow numpy
5. npm app.js (within the project directory)
6. on browser got to localhost:3000 to get the video upload page
7. on browser got to localhost:3000/crowdCount/1 to get the count