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VGG16 – Convolutional Network for Classification and Detection
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imgs
38classes.model
48classes.model
52classes.model
62classes.model
README.md
classifier.py
data_generator.py
keep_training.py
training_CNNg.py
training_data_pickle.py

README.md

Accounting Web Application

A practice project of deep learning with CNN and keras. An extension of MNIST to handwrittern letters, intent to classification keyboard of cell phones. Generate 56,281 font images for training data with VGG-16 module.

Python keras VGG-16 OpenCV

VGG-16 module structure

Training datas : Digit/Lowercase/Uppercase imgs

Training process

Test datas, keyboards of cellphone modules

Classification resule with trained module, and locate position with OpenCV.

Accuracy of each module

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