This week I experimented more with image classifiers and built regression and classification examples. In the end, I used KNN classification to build a program that detects sign language and will type the sign your show on the screen. Figure 1 shows the process of training the model. To train the model I show the camera a letter in sign language and then clicked the corresponding keyboard key.
Once the program was trained I wrote the world hello by signing to the camera (Figure 2).