Train Object Detector

Inspiration

There are many accidents that occour due to intrusion on railway tracks , be it humans or animals

What it does

basically, it detects the foreign object and alarms the user

How we built it

We buillt it through SSD machine learning algorithm, by annonating our private dataset. and then with help of TENSORFLOW-JS we converted it to a Js model and integrated it with a react webapp

Challenges we ran into

there was no dataset available, couldnt host a npm project on GCP

Accomplishments that we're proud of

I annonated a novel database. also my first hackathon

What we learned

I learnt about SSD-mobile net as well as tensorflow JS

What's next for Train Object Detector

intrusion of objects in the night

Built With

• cloud
• collab
• javascript
• machine-learning
• python
• tensorflow