I have built an application which can detect whether you are wearing a t-shirt or a shirt via webcam.
Built for Business
User has to stand in front of the camera wearing a shirt or a t-shirt and then the application will automatically detect the type of clothing apparel. This app asks for camera permission which a user has to allow. All the rendering and detection part is done on client-side. It is basically a client-side application no data is stored on the server.
I am currently learning the basics of machine learning and then one day I came across an awesome tool Teachable Machine which lets you build your own custom machine learning model and teaches you the basic concepts of Machine Learning using tensorflow.js. Since I work in a fashion-tech company, from there I got the idea to build something which can detect human clothes using a camera.