Character Detection Ai Module
This project aims to create an Ai module to be able to recognize letters and numerals.
Supplies
-usb camera
->Display 1:
- Laptop
- Raspberry pi
- Pi lcd display
Dataset Creation
Find a proper dataset for individual character recognition. Build the basis of you dataset on annotating them individually.
Expand you dataset with text or word images, where characters are all being annotated.
Testing and Improving Dataset
Train a small model to test the accuracy, and potential short comings in your dataset..
Model Trained
Bolster your dataset and retrain with a bigger model and higher epochs.
Connection Pi
Set up a raspberry pi connection with your host computer, and make a base set up with the lcd display.
Lcd Display
Setup your code for transmitting your recognition results to your pi. Define your lcd code to make it display the number of characters that are being detected. Split them into the numerals group, and Letters group.
Maker Part
Design a case for housing you pi + Lcd + camera. Laser cut the parts and build you case.