Handwritten Text Recognition | Deep Learning Project | FastAPI | React JS | PyTorch | Python Tkinter
Hello Everyone,
Happy to say this, I have completed my End-to-End Deep learning Project which is basically a Handwritten TextRecognition.
This was a quick demo video of my deep learning project.
Three Parts of HTR:
1. I have developed an API for Handwritten Character Recognition using FastAPI.
2. Two kinds of Tagging Software built using #Tkinter.
a. Character Tagging Tool
b. Character Tag Checking Tool
3. An User Interface using ReactJS.
I have used the #PyTorch CPU version for training the deep learning model and #FastAPI for developing Application Programming Interface (API) and #ReactJS for developing web app user interface and the API was served with a #uvicorn server. The tagging software was built using Tkinter and made that as an #executable .exe file.