lkmidas / Font-Detection

Detect texts and their fonts on an image (school project)

Font Detection

Basivally just me stitching 3 projects together:

• TextRecognitionDataGenerator by Belval
• DeepFont by robinreni96
• Text Detection by dodanh041001

Pre-requisites

Install trdg to generate data.

Install packages in requirements.txt to run font detection

Usage

Data generator

python3 data_generator.py <font_dir> <out_dir> <image_count>

• <fond_dir>: a directory contains one sub-directory for each font with a .ttf file in it.
• <image_count>: number of image to generate for each font

DeepFont training

Run DeepFont_train.ipynb in Google Colab (For HCMUT: link)

Font detection

• Put samples in samples
• Run font_detection.py
• Output will be in result