Facial Landmark, Miss Happening capture,& Object detection

Facial Landmarks
Miss happening Capture

Inspiration

The inspiration is taken from the incident that happens inside my locality. There are only 3 houses in our street and the rest is under construction. A few Days Ago My Dad's friend was going to his house, he was robbed and beaten with Iron Rod by Group of thieves. and the things were not recorded in our camera.

What it does

The project has 3 Parts 1) Face Landmarks Drawer 2) Object Detector 3) Surveillance CAM with Miss Happening recorder.

FACE LANDMARK DETECTION

https://bmb66.csb.app/ https://codesandbox.io/s/bmb66

Surveillance CAM with Miss Happening recorder.

https://codesandbox.io/s/w0pnl

OBJECT DETECTION

https://nuy38.csb.app/ https://codesandbox.io/s/nuy38

How I built it

The project is built with TensorflowJs libraries and models, which are having prebuild datasets of various images and objects. The libraries and models made the project easier

Challenges I ran into

The most challenging thing in this project was when I by mistake used () in these statements

" class App extends Component { return ( ); }" and was not able to identify and destroyed my whole project and my system is not able to load libraries work with react system architecture issue with react libraries. I never used sandbox for my projects After Destroying my whole code several times I never lose hope and created a new project something different but easier which made me a little unhappy but satisfactory that yes even I submitted the project

Accomplishments that I'm proud of

I was not able to submit a real project which I made previously but in place of that by working on sandbox I'm finally able to submit my project

What I learned

First of all, I learned that I have to be patient because I destroyed my code thrice or more than that. I worked on a sandbox so I learned it finally, I learned a new library called hand pose and face mesh.

What's next for Facial Landmark, Surveillance CAM capture,& Object detection

I m going to merge the facial landmark into a surveillance cam with having feature drawing the pic of the robber in the canvas inside the database and with the help of Twilio or some API when the cam detects something it Can call COPS directly with the alarming system to awake people.

THE WHOLE CODE IS NOT MINE LEARNED FROM YOUTUBE AND INTEGRATED WITH MY IDEOLOGY HOPE U WILL LIKE IT