DecimalClassification-Keras

USE : TO CREATE BINARY CLASSIFICATION MODEL Created by : Mayur Kanojiya

Model Configuration : see model_decimal.json

input_size is used 28 for training so 28 sized image will go in convolutional model

adam optimizer used with 1e-4 learning rate

training images : 1900

1000 decimal 900 nondecimal

testing images 300 200 decimal 100 nondecimal

accuracy on training images : 99.7 % accuracy on testing images : 100 %

Classes

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
models/final		models/final
README.md		README.md
X.h5		X.h5
X_test.h5		X_test.h5
binary_classification_keras.py		binary_classification_keras.py
careate_testing_dataset.py		careate_testing_dataset.py
debug_tools.py		debug_tools.py
decimal_predict.py		decimal_predict.py
evaluation.py		evaluation.py
get_set_class_index.py		get_set_class_index.py
model_decimal.h5		model_decimal.h5
model_decimal.json		model_decimal.json
test.py		test.py
visual.png		visual.png
visual_49.png		visual_49.png